Berkeley AI Research @berkeley_ai Twitter profile

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Berkeley AI Research

@berkeley_ai

1 year

Check out Koala 🐨: a new chatbot from BAIR researchers fine-tuned on dialogue that approaches ChatGPT quality! Work led by @haoliuhl @Eric_Wallace_ @ArnavGudibande and Xinyang Geng Blog: Demo:

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Berkeley AI Research

@berkeley_ai

5 years

Announcing the BAIR Open Research Commons @Berkeley_AI @UCBerkeley to accelerate cutting-edge collaborative AI research with founding sponsors @Amazon , @Facebook , @Google , @Samsung , and @WaveComputing !

Announcing the BAIR Open Research Commons

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

3 years

BAIR is launching a Research Experience for Undergraduates (REU) this summer, aiming to work with exceptional students from HBCUs and PBIs on cutting-edge AI research and to foster discussions on career pathways in AI. See details & eligibility criteria at

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Berkeley AI Research

@berkeley_ai

6 years

When and why can feed-forward networks replace recurrent neural networks without a loss in performance? Find out the answer by reading the new BAIR blog!

When Recurrent Models Don't Need to be Recurrent

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

6 years

#TransferLearning is crucial for general #AI , and understanding what transfers to what is crucial for #TransferLearning . Taskonomy ( #CVPR18 oral) is one step towards understanding transferability among #perception tasks. Live demo and more:

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Berkeley AI Research

@berkeley_ai

5 years

Evaluating and Testing Unintended Memorization in Neural Networks

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

7 years

Blog post:"Learning Diverse Skills via Maximum Entropy Deep Reinforcement Learning" by Haoran Tang & Tuomas Haarnoja

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Berkeley AI Research

@berkeley_ai

6 years

Read about a new large-scale driving dataset, BDD100K, on the BAIR blog!

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Berkeley AI Research

@berkeley_ai

6 years

Read BAIR faculty member Michael Jordan's perspective on the current state of AI!

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Berkeley AI Research

@berkeley_ai

2 months

Looking to hire top AI talent? We've compiled a list of the brilliant @berkeley_ai Ph.D. Graduates of 2024 who are currently on the academic and industry job markets. (Thanks to our friends @StanfordAILab for the idea!) Check it out here:

2024 BAIR Graduate Directory

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

2 years

Congratulations to former @berkeley_ai PhD students and @Stanford faculty members @DorsaSadigh and @chelseabfinn on being awarded the @ieeeras Early Academic Career Award in Robotics and Automation at #ICRA2022 !!

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Berkeley AI Research

@berkeley_ai

3 years

Stop Calling Everything AI, Machine-Learning Pioneer Says

Michael I. Jordan explains why today’s artificial-intelligence systems aren’t actually intelligent

spectrum.ieee.org

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Berkeley AI Research

@berkeley_ai

6 years

Sample-efficient multitask deep RL, on real robots, directly from pixels! The key is to enable agents to set their own goals and autonomously practice reaching them. Read more on the new BAIR blog post by @Vitchyr & Ashvin Nair!

Visual Reinforcement Learning with Imagined Goals

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

6 years

Meta-learning can enable a robot to imitate a vision-based skill from a single human demonstration! New BAIR blog post from Tianhe Yu and @chelseabfinn on "One-Shot Imitation from Watching Videos"

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Berkeley AI Research

@berkeley_ai

5 years

BAIR Blog post on PEARL--a meta-RL algorithm that reduces meta-training time by 20-100X: This work will also be presented at ICML this week (Wednesday: 12:15pm talk, 6:30pm poster) by Kate Rakelly & Aurick Zhou w/ Deirdre Quillen, @chelseabfinn , @svlevine

Learning to Learn with Probabilistic Task Embeddings

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

4 years

"Explaining what Explainable AI Did Not": @lvinwan describes how to make models as accurate as neural networks but with an interpretable decision process in the new BAIR blog! #xai

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Berkeley AI Research

@berkeley_ai

2 years

@StanfordAILab @StanfordAILab alternate caption: “weak security at stanford allows unaffiliated visitors to use expensive robots”

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Berkeley AI Research

@berkeley_ai

2 years

Big congratulations to @BerkeleyISchool and @Berkeley_EECS faculty Niloufar Salehi on winning an @NSF grant to develop language translation for high-stakes settings!

I School Expert Wins Grant To Develop Language Translation Technology

Prof. Niloufar Salehi and other researchers have been awarded an NSF grant to develop language translation technology for high-stakes settings like hospitals. Additionally, Salehi was accepted to the

www.ischool.berkeley.edu

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Berkeley AI Research

@berkeley_ai

6 years

See how to automatically transfer font style with GANs on the BAIR Blog! Work by Samaneh Azadi

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Berkeley AI Research

@berkeley_ai

3 years

Huge congratulations to BAIR alumni @georgiagkioxari and @phillip_isola for winning the prestigious 2021 Young Researcher Award at @CVPR ! Previous winners include Berkeley alumni @jon_barron in 2020 and @inkynumbers in 2017 — proud of our trailblazers in Computer Vision!

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Berkeley AI Research

@berkeley_ai

6 years

The latest BAIR blog post from @xbpeng4 shows how we can combine computer vision and deep reinforcement learning to learn acrobatics from raw videos!

Jason Peng

@xbpeng4

6 years

Video imitation paper accepted into @SIGGRAPHAsia ! Blog: Project page: Big thanks to all my collaborators for making this work possible, @akanazawa , Jitendra Malik, @pabbeel , @svlevine

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Berkeley AI Research

@berkeley_ai

5 years

The new BAIR blog post describes an open-source tool for scaling multi-agent reinforcement learning, built on top of Ray!

Scaling Multi-Agent Reinforcement Learning

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

2 years

How can we design neural networks in a principled way? New work from @DeWeeseLab @berkeley_ai explores a theoretically-motivated paradigm for doing just that for dense networks! Read about it here:

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Berkeley AI Research

@berkeley_ai

3 years

Berkeley researchers @ashishkr9311 and Jitendra Malik (collab. with @zipengfu @pathak2206 ) have released their work equipping legged robots with an ability to adapt to unfamiliar terrain like sand, mud, hiking trails, grass and dirt. @SCSatCMU @facebookai

New AI strategy enables robots to rapidly adapt to real-world environments - Berkeley Engineering

Rapid motor adaptation system outperformed peers in navigating unfamiliar terrain

engineering.berkeley.edu

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Berkeley AI Research

@berkeley_ai

6 months

New from @BerkeleyNLP : We’re introducing Ghostbuster, a state-of-the-art method for detecting LLM-generated text. 🚫👻🚫 Paper: Model: Blog:

Ghostbuster: Detecting Text Ghostwritten by Large Language Models

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

5 years

New BAIR blog on assessing generalization in deep reinforcement learning!

Assessing Generalization in Deep Reinforcement Learning

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

6 years

Happy New Year! Check out Ray, a distributed scheduler compatible with common deep learning frameworks (TensorFlow, PyTorch, MXNet, etc.) and designed with reinforcement learning in mind!

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Berkeley AI Research

@berkeley_ai

6 years

BAIR PhD graduate @junyanz89 has received the 2018 SIGGRAPH Dissertation Award! Congratulations!

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Berkeley AI Research

@berkeley_ai

5 years

Blog post now at !

rlpyt: A Research Code Base for Deep Reinforcement Learning in PyTorch

The BAIR Blog

bair.berkeley.edu

Max Jaderberg

@maxjaderberg

5 years

New reinforcement learning library rlpyt in pytorch thanks to Adam Stooke from @berkeley_ai (and previously intern with me at @DeepMindAI ). There are a whole suite of RL algorithms implemented and framework for small and medium scale distributed training.

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Berkeley AI Research

@berkeley_ai

5 years

Wondering how to exploit the modelling capacity of generative models to perform data compression? Bit-Swap turns hierarchical VAEs into lossless compression schemes for high-dimensional data, like images. Check out this blogpost (incl. explanatory video)!

A Deep Learning Approach to Data Compression

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

3 years

Thank you all for 50,000 FOLLOWERS! Your support means a lot to all of us at BAIR!

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Berkeley AI Research

@berkeley_ai

6 years

One last blog post to end a great year of research at BAIR! "Physical Adversarial Examples Against Deep Neural Networks" by Ivan Evtimov, Kevin Eykholt, Earlence Fernandes, and Bo Li et al.

Physical Adversarial Examples Against Deep Neural Networks

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

1 year

New work led by Ilija Radosavovic, Tete Xiao and Bike Zhang @berkeley_ai on learning bipedal locomotion on real hardware (Digit @agilityrobotics ) with model-free RL and sim-to-real!

AK

@_akhaliq

1 year

Learning Humanoid Locomotion with Transformers abs: project page:

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Berkeley AI Research

@berkeley_ai

7 years

New blog post by Ke Li (more meta-learning!): "Learning to Optimize with Reinforcement Learning"

Learning to Optimize with Reinforcement Learning

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

5 years

Welcome prospective BAIR graduate students!!

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Berkeley AI Research

@berkeley_ai

2 years

In an article published by @WIRED , Mike Jordan @UCBerkeley , Daron Acemoglu @MIT and Glen Weyl @MSFTResearch assert that society would benefit far more by developing AI approaches that complement human intelligence, rather than trying to imitate it.

Data Scientist Michael Jordan Calls for a More Economics-Aware Approach to AI

As artificial intelligence (AI) takes on an ever-higher profile in discussions about the economy, social and political issues and what the future holds, a trio of data science experts are calling for...

cdss.berkeley.edu

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Berkeley AI Research

@berkeley_ai

6 years

Should you plan ahead or learn by trial and error? Read @Vitchyr 's BAIR blog post to see how temporal difference models (TDMs) combine the advantages of model-based and model-free reinforcement learning!

TDM: From Model-Free to Model-Based Deep Reinforcement Learning

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

3 years

Laura Waller has been selected as the 2021 recipient of the Optical Society of America Adolph Lomb Medal. The Adolph Lomb Medal, established in 1940, is presented to an early career researcher who has made a noteworthy contribution to optics. @optrickster

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Berkeley AI Research

@berkeley_ai

3 years

Congratulations to David Gaddy and Dan Klein of @BerkeleyNLP for the Best Paper Award at #emnlp2020 ! Paper: Talk:

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Berkeley AI Research

@berkeley_ai

5 years

Vision systems require the ability to recognize common, rare, and never-before-seen classes in real-world scenarios. Check out the new BAIR blog on "Open Long-Tailed Recognition” (OLTR)!

Large-Scale Long-Tailed Recognition in an Open World

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

5 years

Check out pics of commencement & our new BAIR PhDs! (Please add your own pics if you attended. Anything in the album can be reposted by anyone in BAIR!)

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Berkeley AI Research

@berkeley_ai

6 years

How can robots learn objectives simply from physical human interaction? Read the latest BAIR blog post by @andreaBajcsy to find out!

Learning Robot Objectives from Physical Human Interaction

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

6 years

New BAIR blog post! "Reverse Curriculum Generation for Reinforcement Learning Agents" by Carlos Florensa et al.

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Berkeley AI Research

@berkeley_ai

2 years

Congratulations to Prof. Stuart Russell on winning the @IJCAIconf '22 Award for Research Excellence, arguably the highest honor in the field of AI! He joins a brilliant group of scientists including McCarthy, Minsky, @geoffreyhinton and fellow @UCBerkeley Profs. Malik and Jordan

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Berkeley AI Research

@berkeley_ai

1 year

. @berkeley_ai is the most impactful AI research lab in academia according to this metric. Go bears.

Zeta Alpha

@ZetaVector

1 year

The 100 most cited AI papers for 2022. A detailed analysis of the most cited papers for the last three years allows good insights into the organisations and countries publishing the most impactful AI research right now. Read here: A thread 🧵

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Berkeley AI Research

@berkeley_ai

7 years

BAIR researchers on how curiosity can help reinforcement learning agents explore & learn:

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Berkeley AI Research

@berkeley_ai

5 years

Robots that use tools! Through imitation and self-supervised learning, a robot can learn to make use of even unfamiliar objects as tools -- check out the new BAIR blog to find out how!

Robots that Learn to Use Improvised Tools

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

7 years

More on AI safety: new blog post on "Cooperatively Learning Human Values" from @dhadfieldmenell

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Berkeley AI Research

@berkeley_ai

6 years

Want to train your simulated characters to perform acrobatics and martial arts? Check out the new BAIR blog post from @jasonpeng0 to learn how to combine deep RL with motion simulation from computer graphics!

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Berkeley AI Research

@berkeley_ai

4 years

Check out this awesome project that BAIR student Greg Kahn () worked on at @SkydioHQ on training an autonomous deep neural network pilot to film while avoiding obstacles!

Skydio

@SkydioHQ

4 years

Skydio has completely reinvented the way drones fly, track subjects and avoid obstacles, but how did we get here? With lots of hard work and effort from the Skydio engineering team, that's how! Learn more about the engineering process in this week's Skydio Autonomy blog post.

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Berkeley AI Research

@berkeley_ai

5 years

If you're interested in the intersection of artificial intelligence and humanitarian assistance & disaster response ( #HADR ), please consider attending or submitting to the workshop on AI+HADR at #NeurIPS2019 !

AI + HADR 2023

Humanitarian crises from disease outbreak to war to oppression against disadvantaged groups have threatened people and their communities throughout history. Natural disasters are a single, extreme...

www.hadr.ai

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Berkeley AI Research

@berkeley_ai

6 years

Curiosity provides an intrinsic reward function that generalizes across game levels! Check out this collaboration between BAIR and @OpenAI for an in-depth study of curiosity-driven learning on 54 environments, including Atari & Super Mario. 👾

Deepak Pathak

@pathak2206

6 years

We have released our paper on large-scale curiosity-driven learning. Our purely curious agents learn to play games, "walk", form rallies against each other across 54 benchmark environments without using any *external rewards*! In collaboration with @OpenAI

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Berkeley AI Research

@berkeley_ai

1 year

Tomorrow at 12 PM PT, the Berkeley AI lecture series continues. @svlevine will present "Reinforcement Learning with Large Datasets: A Path to Resourceful Autonomous Agents." Tune in live:

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Berkeley AI Research

@berkeley_ai

6 years

Interested in semi-autonomous robots and human-machine centaur teams? Read @elbowproxy ’s new BAIR blog post on augmenting human control with deep reinforcement learning for flexible human-robot shared autonomy!

Shared Autonomy via Deep Reinforcement Learning

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

2 years

The BAIR REU is back! @Berkeley_AI is currently recruiting undergraduates from HBCUs and PBIs for a hands-on summer 2022 research experience in artificial intelligence. More details about eligibility and support at

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Berkeley AI Research

@berkeley_ai

1 year

Exclusive sneak-peak into the life of ChatGPT architect and @Berkeley_EECS alum @johnschulman2 , check out the interview here:

ChatGPT architect, Berkeley alum John Schulman on his journey with AI

John Schulman discussed recent advances in reinforcement learning and truthfulness during the EECS Colloquium Distinguished Lecture Series on Wednesday, April 19. (UC Berkeley photo by Jim Block)...

news.berkeley.edu

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Berkeley AI Research

@berkeley_ai

11 months

Huge congratulations to the amazing @berkeley_ai PhD Class of 2023!! 🎉🍾 We will miss you and can't wait to see what you all accomplish!

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Berkeley AI Research

@berkeley_ai

7 months

Recent BAIR alums @ajayj_ and @_parasj are pushing the frontiers of generative diffusion models, with foundational research origins at @UCBerkeley

Genmo

@genmoai

7 months

Generative video models are rapidly improving in quality. Meet Replay, a new AI model that can generate stunning videos from text. Replay v0.1 is designed to create ultrasmooth HD videos with a new interface. Available today for everyone. What's New? 1. Replay understands plain…

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Berkeley AI Research

@berkeley_ai

7 years

Greetings from the People's Republic of Berkeley! This account will share the latest news & papers from the Berkeley AI Research Lab.

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Berkeley AI Research

@berkeley_ai

6 years

BAIR faculty member Alexandre Bayen and BAIR Ph.D. student Pulkit Agrawal developed a computer vision-based system to improve medical care of people with Alzheimer’s

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Berkeley AI Research

@berkeley_ai

6 years

New BAIR blog post! "Model-based Reinforcement Learning with Neural Network Dynamics" by Anusha Nagabandi & Gregory Kahn

Model-based Reinforcement Learning with Neural Network Dynamics

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

6 months

Check out this article by @QuantaMagazine on Alyosha Efros' pioneering work

The Computing Pioneer Helping AI See | Quanta Magazine

Alexei Efros has spent his career learning how machines see differently from humans. Now he’s helping to bridge the gap.

www.quantamagazine.org

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Berkeley AI Research

@berkeley_ai

5 years

Check out the new BAIR blog post on AdaSearch, a new algorithm for adaptive sensing problems! AdaSearch shortens expensive data collection processes in spatial data acquisition problems like radioactive source-seeking via a successive elimination strategy.

AdaSearch: A Successive Elimination Approach to Adaptive Search

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

7 years

New blog post: "learning a multi-view stereo machine" by Abhishek Kar

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Berkeley AI Research

@berkeley_ai

2 years

Hearty congratulations to @Ken_Goldberg @yahavigal on winning the Best Paper Award @2022Iros for their laundry-folding robot! Coverage from NPR:

The fastest ever laundry-folding robot is here. And it's likely still slower than you

Researchers and companies have tried over the years to automate the chore with limited success. Using a brand new method, researchers have taught a robot to fold a record 30-40 garments per hour.

www.npr.org

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Berkeley AI Research

@berkeley_ai

2 years

We’re excited to announce the Berkeley AI Research Climate Initiative! The BCI aims to foster the development of fundamental AI research through directly working on impactful problems related to the most pressing issue of our time: climate change.

New UC Berkeley initiative uses AI research to solve climate problems

The new Berkeley AI Research Climate Initiative aims to build partnerships and conduct groundbreaking artificial intelligence research in service of solving one of society’s most intractable proble...

cdss.berkeley.edu

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Berkeley AI Research

@berkeley_ai

3 years

Congratulations to Professor Michael Jordan - in the past few months, he was elected as a Foreign Member of the @royalsociety , selected for the Vannevar Bush Faculty Fellowship by the @DeptofDefense , and awarded the 2021 Ulf Grenander Prize by the @amermathsoc ! WOW!

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Berkeley AI Research

@berkeley_ai

8 months

Join us next Tuesday 12-1 PM (in-person + livestreamed) for a special panel on The Past and Future of Robotics and Machine Intelligence! Hear from 250+ years of combined experience w/ Ruzena Bacjsy, @rodneyabrooks , @Ken_Goldberg , @JitendraMalikCV , Shankar Sastry, Claire Tomlin.

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Berkeley AI Research

@berkeley_ai

2 years

@DeWeeseLab Along the way, the authors show that a deep fully-connected net can be squashed into a shallow one with a special activation function! You can find the full paper at . @DeWeeseLab

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Berkeley AI Research

@berkeley_ai

6 years

If you're at #CVPR18 , there's a workshop tomorrow (06/22) organized by Berkeley, Stanford, and MIT on "Beyond Supervised Learning" with a great lineup of speakers! Ballroom G #perception #unsupervisedlearning #selfsupervisedlearning #transferlearning

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Berkeley AI Research

@berkeley_ai

6 years

Sayan Gul (Berkeley undergrad in EECS/CogSci '18) died this summer of a heart attack en route to #cogsci2018 . His friends, family & colleagues are raising funds to start a travel award in his name in support of undergraduate research in cognitive science.

Travel fund in honor of Sayan Gul, organized by Thomas Griffiths

Sayan Gul just completed his undergraduate degree in cognitive science and computer… Thomas Griffiths needs your support for Travel fund in honor of Sayan Gul

www.gofundme.com

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Berkeley AI Research

@berkeley_ai

8 months

Join us in an exciting series of distinguished lectures on The Status and Future of AI featuring @AlisonGopnik @ancadianadragan @timnitGebru and Jaron Lanier. Register for attending in-person @UCBerkeley or online!

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Berkeley AI Research

@berkeley_ai

6 years

Read about kernel feature selection by conditional covariance minimization from Jianbo Chen and Mitchell Stern on the BAIR Blog!

Kernel Feature Selection via Conditional Covariance Minimization

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

5 years

The latest Dex-Net work from @ken_goldberg 's lab landed on the cover of the newest issue of @SciRobotics !

Science Robotics

@SciRobotics

5 years

Quick picks: Watch as this #ambidextrous #robot efficiently grasps objects from piles, using training programs from @UCBerkeley scientists:

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Berkeley AI Research

@berkeley_ai

11 months

The Gorilla has been released into the wild... 🦍

Shishir Patil

@shishirpatil_

11 months

📢 Excited to release Gorilla🦍 Gorilla picks from 1000s of APIs to complete user tasks, surpassing even GPT-4! LLMs need to interact with the world through APIs, and Gorilla teaches LLMs APIs. Presenting Gorilla-Spotlight demo🤩 Webpage:

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Berkeley AI Research

@berkeley_ai

2 years

Congratulations to @Berkeley_EECS PhD @Astro_Woody on joining the @SpaceX Crew-6 mission as pilot! Woody completed his PhD with @pabbeel in 2013 and has been a @NASA astronaut since 2017.

To infinity and beyond: EECS alum becomes spacecraft pilot - Berkeley Engineering

A NASA astronaut since 2017, Warren Hoburg (M.S.’11, Ph.D.’13 EECS) will be piloting the spacecraft Dragon to the International Space Station

engineering.berkeley.edu

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Berkeley AI Research

@berkeley_ai

5 years

The latest BAIR blog post from Tijana Zrnic discusses the reproducibility crisis in science and proposes a method for online false discovery rate (FDR) control, aiding reproducibility in large-scale statistical testing!

Controlling False Discoveries in Large-Scale Experimentation: Challenges and Solutions

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

5 years

How can computers learn to follow instructions from a small amount of language data? Check out this BAIR blog post by David Gaddy on data-efficient language learning by pre-forming representations of an environment!

Look then Listen: Pre-Learning Environment Representations for Data-Efficient Neural Instruction...

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

5 years

Congratulations to @berkeley_ai professor Claire Tomlin on her election to the @theNAEng for her contributions to safety-focused control of cyberphysical systems!

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Berkeley AI Research

@berkeley_ai

1 year

Two BAIR blog posts in one week! 📈 New post today on robot fleet learning by @ryan_hoque :

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Berkeley AI Research

@berkeley_ai

1 year

There’s been a lot of buzz about #ChatGPT on Twitter lately — the main architect behind the system is none other than @berkeley_ai alumni and OpenAI cofounder @johnschulman2 ! Hats off to John and the team!

Wojciech Zaremba

@woj_zaremba

1 year

Many might not know. @johnschulman2 is the main person driving ChatGPT, and I would like to congratulate him and the team! Worth to follow.

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Berkeley AI Research

@berkeley_ai

4 years

Congratulations to BAIR faculty member Michael I. Jordan for receiving an honorary doctorate from Yale! Yale's honorary degrees signal pioneering achievement in a field; past recipients include Benjamin Franklin, Marie Curie, & Stephen Hawking.

Yale University

@Yale

4 years

#Yale2020 Honorary Degrees! Jim Allison, Medicine Jerome Alan Cohen, Laws Christiana Figueres, Humane Letters Renée Fleming, Music Herbie Hancock, Music Michael I. Jordan, Engineering Ming Cho Lee, Arts Svante Pääbo, Science Paula Vogel, Letters

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Berkeley AI Research

@berkeley_ai

6 years

BAIR faculty members join AI @TheHouse in bringing together academia, startups, industry, and education to build an ecosystem for AI, right in Berkeley!

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Berkeley AI Research

@berkeley_ai

6 years

Delayed outcomes should matter when evaluating "fair" decision-making procedures. Read the latest BAIR blog post on the delayed impact of fairness in machine learning to find out why!

Delayed Impact of Fair Machine Learning

The BAIR Blog

bair.berkeley.edu

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Berkeley AI Research

@berkeley_ai

8 months

Berkeley AI researchers @GopalaSpeech and @KayloLittlejohn developed a novel brain implant that just enabled a paralyzed woman speak after 18 years!

Novel brain implant helps paralyzed woman speak using a digital avatar - Berkeley Engineering

Berkeley engineers explain how advances in AI could help restore natural communication

engineering.berkeley.edu

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Berkeley AI Research

@berkeley_ai

5 years

BAIR@ #CVPR2019 : To see the work being presented by BAIR students and faculty please reference the 2019 Guide to Berkeley @CVPR : . The guide is a work in progress and is being updated. We look forward to sharing the latest research from Berkeley with you!

Guide to Berkeley@CVPR 2019

Main Conference Date,Time,Session,Location/ Space #,Space # ,Title,Authors TUESDAY 6/18,9:28 AM,Oral 1.1B,Grand Ballroom,928,Pushing the Boundaries of View Extrapolation With Multiplane Images,Pratul...

docs.google.com

0

9

41

Berkeley AI Research

@berkeley_ai

16 days

Registration is now open for an exciting workshop organized by @ask1729 and @jlistgarten at the @SimonsInstitute June 10th-14th in Berkeley, AI≡Science: Strengthening the Bond Between the Sciences and Artificial Intelligence.

AI≡Science: Strengthening the Bond Between the Sciences and Artificial Intelligence

Our workshop will focus on fostering an in-depth understanding and discussion of how AI is increasingly intersecting with biology, chemistry, physics, and related fields. This intersection is a...

simons.berkeley.edu

2

8

49

Berkeley AI Research

@berkeley_ai

7 years

blog post by Sanjay Krishnan: Learning Long Duration Sequential Task Structure From Demonstrations

0

11

40

Berkeley AI Research

@berkeley_ai

6 years

Deep RL for real-world dextrous manipulation with a low-cost robot arm! The latest BAIR blog post by Henry Zhu, Abhishek Gupta, Vikash Kumar, @aravindr93 , and @svlevine is online at

0

15

39

Berkeley AI Research

@berkeley_ai

5 years

Check out deep learning for quadcopter navigation at pod 7 during session 3 at #ICRA2019 !

Generalization through Simulation

Generalization through Simulation: Integrating Simulated and Real Data into Deep Reinforcement Learning for Vision-Based Autonomous FlightKatie Kang*, Suneel...

www.youtube.com

0

9

39

Berkeley AI Research

@berkeley_ai

3 years

Check out Aviral Kumar and Avi Singh's @avisingh599 new blog post, "Offline RL: How Conservative Algorithms Can Enable New Applications" Also check out @svlevine & Aviral's NeurIPS 2020 tutorial on offline RL

Offline RL Tutorial - NeurIPS 2020

Abstract

sites.google.com

2

4

39

Berkeley AI Research

@berkeley_ai

3 years

Check out our 3 new BAIR blog posts in the last week on predicting visual affordances for robotics, turning deep neural nets into more interpretable wavelets, and open problems in ML safety!

Generating 3D Molecular Conformers via Equivariant Coarse-Graining and Aggregated Attention

The BAIR Blog

bair.berkeley.edu

3

11

37

Berkeley AI Research

@berkeley_ai

6 years

Another new BAIR blog post: Sylvia Herbert, David Fridovich-Keil, Claire Tomlin and coauthors on "Ensuring Safe Real-Time Navigation of Dynamic Systems"

FaSTrack: Ensuring Safe Real-Time Navigation of Dynamic Systems

The BAIR Blog

bair.berkeley.edu

1

11

37

Berkeley AI Research

@berkeley_ai

4 years

Congratulations, @andreaa7b & Dexter and co-authors, on being awarded best paper at @HRI_2020 !

Andreea Bobu

@andreea7b

4 years

Our new work on redefining probabilistic models of human behavior for human-robot interaction has been accepted to #HRI2020 ! Take a look: . Joint work with Dexter Scobee, Jaime Fisac, Shankar Sastry, and @ancadianadragan .

0

3

19

0

8

36

Berkeley AI Research

@berkeley_ai

1 year

Thought-provoking and timely lecture by Prof. Stuart Russell, co-author of the most popular AI textbook in the world, on "How Not to Destroy the World with AI":

Stuart Russell calls for new approach for AI, a ‘civilization-ending’ technology

” width=”560″ height=”315″ frameborder=”0″ allowfullscreen=”allowfullscreen”> Professor Stuart Russell presented a talk titled, “How not to destroy the world with AI” at a lecture sponsored by UC...

news.berkeley.edu

3

18

37

Berkeley AI Research

@berkeley_ai

4 years

People give massive amounts of personal data to companies every day. Compensating users for their personal data requires an approach to assigning value to it. Ruoxi Jia's BAIR blog post presents a possible solution--a new method for data valuation.

0

10

36

Berkeley AI Research

@berkeley_ai

7 years

Great coverage of Deep RL & learning to learn at BAIR! Featuring Coline Devin, @chelseabfinn , Marvin Zhang, @pabbeel

1

11

35

Berkeley AI Research

@berkeley_ai

2 years

Congratulations to BAIR faculty @red_abebe on being named a Carnegie Fellow!

Carnegie Corporation of New York

@CarnegieCorp

2 years

Meet the 2022 #CarnegieFellows ! Through humanities and social sciences research, these scholars are helping us better understand the past, the enduring challenges we face, and how we can create a better future for us all. Congratulations, fellows! 🎉

4

50

160

1

3

36

Berkeley AI Research

@berkeley_ai

1 year

New work from @berkeley_ai and @CMU_Robotics on visual locomotion enables a robot dog walking on tall bar stools in @ashishkr9311 's living room -- entirely from onboard cameras and compute. Trained in simulation and deployed directly in the real world!

Ashish

@ashishkr9311

1 year

Check out our robot dog walking on stepping stones in my living room! Can also do stairs, construction sites, slippery slopes, etc -- all with just a single onboard RGBD camera, onboard compute, and no maps of the environment!

7

13

113

1

8

36

Berkeley AI Research

@berkeley_ai

11 months

New BAIR Blog post on combining LLMs like GPT-4 with text-to-image diffusion models.

GPT-4 + Stable-Diffusion = ?: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with...

The BAIR Blog

bair.berkeley.edu

0

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