Giorgia Ramponi @gio_ramponi Twitter profile | Pikagi

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Giorgia Ramponi

@gio_ramponi

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Assistant Professor @UZH_en and group leader of the ALPI Lab 🌼 Working on RL, multi-agent, imitation learning, and other sequential decision-making stuff

Zurich, Switzerland

https://t.co/FlynB57j8q

Joined October 2017

Don't wanna be here? Send us removal request.

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@gio_ramponi

Giorgia Ramponi

7 months

🔥 I'm thrilled to announce that I'll be joining the University of Zurich @UZH_ch as an Assistant Professor in Machine Learning next year! I'll be supervising PhD students, so stay tuned for updates on my website, or feel free to reach out via email.

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@gio_ramponi

Giorgia Ramponi

2 months

Back in Ghana 🇬🇭 to teach Machine Learning at the @Ashesi University!

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@gio_ramponi

Giorgia Ramponi

5 months

Exciting opportunity! Join my new research group at the University of Zurich as a PhD candidate in Reinforcement Learning. Contribute to cutting-edge AI research and shape the future of the field 🔥 To apply follow the instructions on my website: #UZH #RL

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@gio_ramponi

Giorgia Ramponi

7 months

🎉Exciting news! I am currently seeking candidates for PhD/Post-Doc positions at the @ETH_AI_Center . Ready to dive into the exciting world of RL and its interdisciplinary applications? You can apply by Nov 22, 2023, don't miss this opportunity! 🤖🌟

@ETH_AI_Center

ETH AI Center

7 months

⏰ Deadline Approaching! 🚀Apply by Nov 22 to become an ETH AI Center #PhD or #Postdoc ! We're hosting an EXTRA Online Q&A Session 📅Monday, Nov 20, 16:15 - 17:00 CET. Zoom link on our website 🔗 Don't miss this chance to get the info you need!

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@gio_ramponi

Giorgia Ramponi

8 months

Interested in learning how Reinforcement Learning can be applied in the real world? Come and join us at the #LaunchAIXSummit2023 tomorrow (14:30)! At our panel, we will explore the transformative impact of RL on real-world problems. @ETH_AI_Center #RL #AI

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@gio_ramponi

Giorgia Ramponi

2 years

I will be in #NeurIPS2022 from today to the end of next week! Reach out if you want to chat about RL, multi-agent learning or other cool stuff!

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@gio_ramponi

Giorgia Ramponi

2 years

How to measure the closeness between policies in #RL ? In our #neurips paper, we use Optimal Transport to define Trust Regions for efficient and stable Policy Optimization... and it works! with @antonio_terpin , Nicolas Lanzetti and @florian_dorfler

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Trust Region Policy Optimization with Optimal Transport...

Policy Optimization (PO) algorithms have been proven particularly suited to handle the high-dimensionality of real-world continuous control tasks. In this context, Trust Region Policy Optimization...

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@gio_ramponi

Giorgia Ramponi

10 months

Excited to teach at the Mediterranean Machine Learning Summer School @M2lSchool in Thessaloniki! See you tomorrow to talk a bit about RL🙃😉

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@gio_ramponi

Giorgia Ramponi

1 year

Excited of teaching Data & Machine Learning for the Master degree at @Ashesi university! Thanks @ETH_AI_Center @ETH4D for giving us this amazing opportunity! @martopix

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@gio_ramponi

Giorgia Ramponi

2 months

Our workshop on 'Aligning Reinforcement Learning Experimentalists and Theorists' will take place at #ICML2024 ! We have one call for papers and one for ideas/problems/positions... Looking forward to reading your thoughts on bridging the gap between experimental and theoretical RL!

@arlet_workshop

ARLET

@arlet_workshop

2 months

🧵 Thrilled to announce the #ICML RL workshop 'Aligning RL Experimentalists and Theorists'! We will have several talks and a panel delivered by a super lineup of speakers: @white_martha , @ShamKakade6 , @yayitsamyzhang , Dylan Foster, Niao He, @svlevine , and @MengdiWang10 . 1/3

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@gio_ramponi

Giorgia Ramponi

11 months

Hi everyone!! I just arrived in Honolulu for #ICML2023 Looking forward to chat about RL, Multi-agent RL, RLHF, Imitation Learning and so on in the next days

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@gio_ramponi

Giorgia Ramponi

28 days

Have you submitted an #RL paper at #NeurIPS2024 ?Then consider also submitting to our ICML workshop on "Aligning Reinforcement Learning Experimentalists and Theorists" Deadline on May 29th! @arlet_workshop

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@gio_ramponi

Giorgia Ramponi

3 months

🎉🎉👏👏

@ValentinaRampo5

Valentina Ramponi

@ValentinaRampo5

3 months

Almost two weeks ago I defended my PhD and I still can not believe it. I would like to thank the members of the tribunal ( @KP_twitt_llo , @Joffreypelleti1 , @narita_lab ) for the amazing discussion and the great suggestions. Thanks to everyone that has been part of this journey.

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@gio_ramponi

Giorgia Ramponi

1 month

I am not at #ICLR2024 but @mirco_mutti and @desariky will present our work (w/ @dr_amarx ) tomorrow at 16:30! We show how to do posterior sampling in RL starting from a prior specified through a partial causal graph ➡️ more edges mean better statistical efficiency 🔥

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@gio_ramponi

Giorgia Ramponi

2 months

Grazie per l’invito!

@PointerPodcast

PointerPodcast

@PointerPodcast

2 months

🆕 Pointer[203]: Reinforcement Learning - con Giorgia Ramponi ( @gio_ramponi ) 🤖 Il Reinforcement Learning è, insieme al Supervised e all'Unsupervised Learning uno dei tre paradigmi basilari del Machine Learning.

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@gio_ramponi

Giorgia Ramponi

6 months

Interested in learning about Imitation Learning in Mean-field games? Unfortunately, I am unable to attend #NeurIPS2023 , but my co-author Pavel Kolev will be there to present our poster at 18:00 tomorrow! Paper link:

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@gio_ramponi

Giorgia Ramponi

4 months

A very cool result from my former colleague @AmartyaSanyal

@AmartyaSanyal

Amartya Sanyal

4 months

Excited about this new preprint with Daniil and @Kristo We show a Ω(log T) lower bound for Differentially Private Online learning, even for finite Littlestone classes. This shows a separation between DP and non-DP online learning in mistake bound model.

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@gio_ramponi

Giorgia Ramponi

2 years

Happening in 30 mins at J #404 ! #NeurIPS2022

@gio_ramponi

Giorgia Ramponi

2 years

How to measure the closeness between policies in #RL ? In our #neurips paper, we use Optimal Transport to define Trust Regions for efficient and stable Policy Optimization... and it works! with @antonio_terpin , Nicolas Lanzetti and @florian_dorfler

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@gio_ramponi

Giorgia Ramponi

8 months

@AmartyaSanyal From my point of view, you need a "clear and strong interest in research", but the problem can change (and will change) many times (from personal experience!)

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@gio_ramponi

Giorgia Ramponi

7 months

@ETH_AI_Center (and select my name in the application form)!

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@gio_ramponi

Giorgia Ramponi

9 months

@mirco_mutti @TechnionLive @AvivTamar1 🔥

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@gio_ramponi

Giorgia Ramponi

2 months

Thanks Matej! If you are interested in our work do not hesitate to reach out!

@MatejJusup

Matej Jusup

2 months

I am excited to present "Provably Learning Nash Policies in Constrained Markov Potential Games" on Thursday at 11:00 at @AAMASconf instead of my colleagues from @ETH , who were unable to attend: @pragnya_a , @gio_ramponi , Niao He and @arkrause .

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@gio_ramponi

Giorgia Ramponi

2 years

@hsvgbkhgbv Tomorrow me and @davlindner will present our work at the first poster session in Hall J #336 . See you there!

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@gio_ramponi

Giorgia Ramponi

7 months

@UZH_ch Thanks to everyone!

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@gio_ramponi

Giorgia Ramponi

1 year

So sad

@ValentinaRampo5

Valentina Ramponi

@ValentinaRampo5

1 year

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@gio_ramponi

Giorgia Ramponi

1 year

@mirco_mutti Super!!

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@gio_ramponi

Giorgia Ramponi

3 months

@dr_amarx @RCTrustworthy @TU_Dortmund Congrats!!

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