iiinova — where your digital self keeps evolving

Riccardo Zamboni @ricczamboni.bsky.social · 21/05/2026

Next week I will be at AAMAS looking in awe @kale-ab.bsky.social presenting as an oral our paper on probing actual reasoning capabilities in Cooperative Multi-Agent Reinforcement Learning. More than happy to chat about this project or research in general!

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RL in Big Worlds @rlcbigworlds.bsky.social · 01/05/2026

We are proud to have an amazing line-up of speakers! They will present their works, which incorporate the constraint that the world is bigger than the agent and impossible to anticipate, observe, or model perfectly. We are also looking forward to the panel discussion!

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Raul Steleac @raulsteleac.bsky.social · 20/04/2026

Really excited to present our recent work at #ICLR2026 this week! 🚨 We discover highly coordinated joint behaviours and integrate them into the skill sets of MARL agents, accelerating the search for effective joint strategies in downstream tasks. 🧵👇 Paper link: raulsteleac.github.io/iaro

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Riccardo Zamboni @ricczamboni.bsky.social · 20/04/2026

(1/N) Later this week @iclr-conf.bsky.social my *majestic* coauthors will present our recent research on learning latent representations of behaviors!

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RL in Big Worlds @rlcbigworlds.bsky.social · 11/04/2026

RL in Big Worlds is a workshop at @rl-conference.bsky.social about ideas that enable agents to achieve goals in environments vastly more complex than themselves. This requires giving agents the ability to learn continually and use approximate value functions, models, and policies effectively.

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Eugene Vinitsky 🍒 @eugenevinitsky.bsky.social · 15/04/2026

Still hiring for PhD candidates who are *specifically* excited in building and deploying RL systems for self-driving vehicles and other multi-agent planning settings. Shoot me an email if you think this is you and please help spread the word!

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Reinforcement Learning Conference @rl-conference.bsky.social · 31/03/2026

We have the keynote speakers for RLC2026 now! Thrilled to welcome Rika Antonova, Sheila McIlraith, Marc G. Bellemare, Danijar Hafner, Balaraman Ravindran! Details: rl-conference.cc/index.html The RL community is coming together this August in Montréal, Québec, Canada. Hope you make it!

rl-conference.cc

RLC 2026

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Riccardo Zamboni @ricczamboni.bsky.social · 02/04/2026

🚨🚨🚨 Later today I am going to present at @rl-agents-rg.bsky.social’s reading group one research line with @mircomutti.bsky.social that I’m really excited about: behavior compression via unsupervised RL!

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papinimat.bsky.social @papinimat.bsky.social · 20/03/2026

One week left to apply to the Reinforcement Learning Summer School (Milan, 3-12 June 2026). Don't miss this opportunity to dive deep into RL foundations and learn about the most recent applications! rlsummerschool.com/application/

rlsummerschool.com

Application | RLSS 2026

Apply to RLSS 2026 in Milan and find admission details, deadlines, fees, scholarships, and the registration process for the summer school.

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ELLIS @ellis.eu · 04/03/2026

📣 Reinforcement Learning Summer School is returning to Milan in 2026! Co-organized with @ellisunitmilan.bsky.social & designed for Master's and PhD students on RL theory, multi-agent systems, RL & LLMs, real-world applications... 📍 Milan 🇮🇹 📅 3-12 June ⏰ Apply by 27 March 🔗 bit.ly/4b2Plhp

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RL & Agents Reading Group @rl-agents-rg.bsky.social · 21/01/2026

Reading group TOMORROW 3-4pm UK! Joe Marino (Google DeepMind) will present SIMA 2, a generalist embodied agent designed to operate across a wide range of 3D virtual worlds 🌎 Join here: edinburgh-rl.github.io/reading-group

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Lukas Schäfer @lukaschaefer.bsky.social · 19/01/2026

I'll be giving a talk at Cohere Labs about my research on decision making agents and world models at Microsoft Research! 📅 January 20th (Tomorrow!) 5pm GMT/ 6pm CET/ 9am PST 📍 Online (link below) Everyone is welcome! Link via calendar invite and more details: cohere.com/events/coher...

cohere.com

Cohere Labs - Lukas Schäfer, Postdoc Researcher, Microsoft Research

Cohere Labs - Lukas Schäfer - Decision-Making in Modern Video Games: From Human Play to World Models

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Riccardo Zamboni @ricczamboni.bsky.social · 06/01/2026

This piece’s suggestions gave me the same positive feeling of @rl-conference.bsky.social’s cover page. Wondering if the next edition can incorporate some of these ideas

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Ben Recht @beenwrekt.bsky.social · 15/12/2025

Absolutely essential piece by @kevinbaker.bsky.social critiquing AI automation of science by pulling back the curtain on what modern science actually is. LLMs already replicate and accelerate its irrational bureaucratic structure.

artificialbureaucracy.substack.com

Context Widows

or, of GPUs, LPUs, and Goal Displacement

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Claire Vernade @claireve.bsky.social · 02/12/2025

🎤 Announcing the 3rd workshop on Reinforcement Learning in Mannheim 🎤 We have an amazing lineup of speakers: @Mathieugeist, @gio_ramponi, Theresa Eimer, @SarahKeren_, @araffin2, @c_rothkopf, and @AdrienBolland ⏰ Friday 6th February 📍University of Mannheim

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Riccardo Zamboni @ricczamboni.bsky.social · 28/11/2025

(1/N) (Unsupervised) pre-training turned out not to be such a bad idea. In our @neuripsconf.bsky.social paper, we investigate what the right objective is when pre-training in MARL without rewards.

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RL & Agents Reading Group @rl-agents-rg.bsky.social · 19/09/2025

📢 RL reading group TODAY @ 15:00 BST (in 2 hours!) 📢 Speakers: Olya Mastikhina and Dhruv Sreenivas (University of Montreal & Mila - Quebec AI Institute) Title: Optimistic critics can empower small actors🦸 Details: edinburgh-rl.github.io/reading-group

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RL & Agents Reading Group @rl-agents-rg.bsky.social · 03/09/2025

📢 RL reading group Thursday @ 16:00 BST 📢 Speaker: Alex Lewandowski Title: The World Is Bigger: A Computationally-Embedded Perspective on the Big World Hypothesis 🌍 Details: edinburgh-rl.github.io/reading-group

edinburgh-rl.github.io

UoE RL Reading Group

University of Edinburgh Reinforcement Learning Reading Group

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Riccardo Zamboni @ricczamboni.bsky.social · 03/08/2025

I really believe this work to be the tip of the iceberg! If you are at @rl-conference.bsky.social, please don’t mind disturbing Kale-ab as much as possible!

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Riccardo Zamboni @ricczamboni.bsky.social · 25/07/2025

Loved to see these (5!!!) papers around, I really do hope it won’t turn out to be a cult.

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Gaspard Lambrechts @gsprd.be · 16/07/2025

At #ICML2025, we will present a theoretical justification for the benefits of « asymmetric actor-critic » algorithms (#W1008 Wednesday at 11am). 📝 Paper: hdl.handle.net/2268/326874 💻 Blog: damien-ernst.be/2025/06/10/a...

ICML poster of the paper « A Theoretical Justification for Asymmetric Actor-Critic Algorithms » by Gaspard Lambrechts, Damien Ernst and Aditya Mahajan.

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Onno Eberhard @onnoeberhard.com · 16/07/2025

I am in Vancouver at ICML, and tomorrow I will present our newest paper "Partially Observable Reinforcement Learning with Memory Traces". We argue that eligibility traces are more effective than sliding windows as a memory mechanism for RL in POMDPs. 🧵

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Riccardo Zamboni @ricczamboni.bsky.social · 10/07/2025

The RL & Agents Reading Group is back with a new style 💇‍♂️! Really recommend joining the mailing list to get to know the great upcoming talks like Mattie’s

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Riccardo Zamboni @ricczamboni.bsky.social · 08/07/2025

🌟🌟Good news for the explorers🗺️! Next week we will present our paper “Enhancing Diversity in Parallel Agents: A Maximum Exploration Story” with V. De Paola, @mircomutti.bsky.social and M. Restelli at @icmlconf.bsky.social! (1/N)

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Kale-ab Tessera @kale-ab.bsky.social · 24/05/2025

For many, the Indaba was their first exposure to ML/AI, and this helps give more people that opportunity. Please donate if you can: gofund.me/61b012e4

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Riccardo Zamboni @ricczamboni.bsky.social · 16/04/2025

🚨🚨🚨 At the RL group (rl.airlab.deib.polimi.it) in Milan, Alberto M. Metelli is hiring! Postdocs and PhD students to work on the theory and practice of human feedback in RL. When: starting this Fall. Deadline: May 31st. A great person to work with, my word. Spread the word!

albertometelli.github.io

Jobs Opportunities

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EWRL @ewrl-org.bsky.social · 14/04/2025

Working on something cool in RL? Submit it to EWRL! We’ll be opening submissions soon — and this year we’re introducing a fast track for papers already accepted at other conferences! 🚀 Check out the full Call for Papers on the website: euro-workshop-on-reinforcement-learning.github.io/ewrl18/

euro-workshop-on-reinforcement-learning.github.io

EWRL18

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Tim van Erven @timvanerven.nl · 27/03/2025

⏰⏰Theory of Interpretable AI Seminar ⏰⏰ In two weeks, April 8, Mirco Mutti will talk about "A Classification View on Meta Learning Bandits"

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Claire Vernade @claireve.bsky.social · 30/01/2025

The call for workshops is out. Now may be a bit busy but the deadline is on March 7th so there’s time :) Send us your great ideas for 1-day workshops at RLC!

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Gergely Neu @neu-rips.bsky.social · 20/01/2025

my 4th phd student @nnekaokolo4.bsky.social just graduated today. i have no words for how proud i am of her and the work we've done together

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Kale-ab Tessera @kale-ab.bsky.social · 10/01/2025

We recently asked the authors to do a talk on this - m.youtube.com/watch?v=Bmdn... . A lot of awesome gems (goal focused rl research, don't waste your time, etc) 🔥 Thanks for bringing this to my attention @brandonrohrer.com !

m.youtube.com

Adam White - Empirical Design in Reinforcement Learning

YouTube video by UoE Agents Group

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Lukas Schäfer @lukaschaefer.bsky.social · 09/12/2024

📚🧵1/7 It is finally here!! Only one more week until the print release of our textbook “Multi-Agent Reinforcement Learning: Foundations and Modern Approaches” with @mitpress.bsky.social! What you get, why you should be interested and more, all below in a short 🧵👇

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