Robin Ranjit Singh Chauhan
Robin Ranjit Singh Chauhan
@robinchauhan.bsky.social
Host TalkRL Podcast, Aspiring RL researcher AgFunder VC Head of Eng, Ex-MSFT, Waterloo computer engineering Sunshine Coast BC Canada
2.2K followers968 following84 posts
E71: Jake Beck, Alex Goldie, & Cornelius Braun on Sutton's OaK, Metalearning, LLMs, Squirrels at @rl-conference.bsky.social A few thoughts with @jakeabeck.bsky.social, @alexgoldie.bsky.social and @corneliusbraun.bsky.social after Rich Sutton's fascinating lecture on his OaK architecture at UofA
E69: Thomas Akam on Model-based RL in the Brain @ox.ac.uk neuroscientist Prof Akam on RL in brains vs machines, dopamine as TD-error (or not), hippocampal replay & Dyna, model-free vs model-based myths, and why ML experts should consider neuroscience careers.
E67: Stefano Albrecht on Multi-Agent RL @ RLDM 2025 Stefano Albrecht shares the story behind his multi-agent RL textbook, and how DeepFlow AI turns these ideas into action with LLM-powered agents for business automation. Recorded at @rldmdublin2025.bsky.social
E67: Stefano Albrecht on Multi-Agent RL @ RLDM 2025 Stefano Albrecht shares the story behind his multi-agent RL textbook, and how DeepFlow AI turns these ideas into action with LLM-powered agents for business automation. Recorded at @rldmdublin2025.bsky.social
His textbook: Multi-Agent Reinforcement Learning: Foundations and Modern Approaches Stefano V. Albrecht, Filippos Christianos, Lukas Schäfer Published by MIT Press, 2024 marl-book.com
Rich Sutton presenting his OaK architecture at @rl-conference.bsky.social
Tagging our guest: @satindersingh.bsky.social Mentioned in this interview: @yaelniv.bsky.social, Rich Sutton, Peter Dayan
TalkRL Podcast at @rldmdublin2025.bsky.social in Dublin Ireland!
Robin Ranjit Singh Chauhan reposted
E65: NeurIPS 2024 – Posters and Hallways 3 - Claire Bizon Monroc of Inria : WFCRL for Wind Farm Control Andrew Wagenmaker of @ucberkeleyofficial.bsky.social : Leveraging Simulation to Bridge Sim-to-Real Gap - @harwiltz.bsky.social of @mila-quebec.bsky.social : Multivariate Distributional RL (cont)
E65: NeurIPS 2024 – Posters and Hallways 3 - Claire Bizon Monroc of Inria : WFCRL for Wind Farm Control Andrew Wagenmaker of @ucberkeleyofficial.bsky.social : Leveraging Simulation to Bridge Sim-to-Real Gap - @harwiltz.bsky.social of @mila-quebec.bsky.social : Multivariate Distributional RL (cont)
- @vthoma.bsky.social of @eth-ai-center.bsky.social : Contextual Bilevel RL for Incentive Alignment - Haozhe (Tony) Chen & Ang (Leon) Li @columbiauniversity.bsky.social : QGym for Queuing Network Control
- @glenberseth.bsky.social of MILA: Reducing Value & Policy Churn in Deep RL - Alexander Rutherford of Oxford: JaxMARL – Multi-Agent RL in JAX
E63: NeurIPS 2024 - Posters and Hallways 1 Jiaheng Hu of UTexas on Unsupervised Skill Discovery for HRL @skandermoalla.bsky.social of EPFL: Representation and Trust in PPO Adil Zouitine of IRT Saint Exupery/Hugging Face : Time-Constrained Robust MDPs
E63: NeurIPS 2024 - Posters and Hallways 1 Jiaheng Hu of UTexas on Unsupervised Skill Discovery for HRL @skandermoalla.bsky.social of EPFL: Representation and Trust in PPO Adil Zouitine of IRT Saint Exupery/Hugging Face : Time-Constrained Robust MDPs
Soumyendu Sarkar of HP Labs : Benchmarking Data Center Control @matteobettini.bsky.social of Cambridge: Benchmarking MARL @michaelhbowling.bsky.social of UAlberta : Exploration With Partially Observable Rewards
E62: Abhishek Naik on Continuing RL & Average Reward How should RL handle non-episodic tasks, like Mars rovers or HPC scheduling? @abhisheknaik96.bsky.social shares insights from his PhD with Rich Sutton, plus how almost every discounted-reward algorithm can be improved by reward centering.
Robin Ranjit Singh Chauhan reposted
Robin Ranjit Singh Chauhan reposted
It’s scathing critique season, this time for reinforcement learning. We need this, the science cannot get better without it. Usual suspects: training brittleness (over reliance on hyperparameter tuning), bad & slow sims, overemphasis on generality, LLMs dominating discourse, tabula rasa RL is hard
E61: Neurips 2024 RL meetup Hot takes: "What sucks about RL?" What do RL researchers complain about after hours at the bar? In this "Hot takes" episode, we find out! Recorded at The Pearl in downtown Vancouver, during the RL meetup after a day of Neurips 2024.
Robin Ranjit Singh Chauhan reposted
Robin Ranjit Singh Chauhan reposted
Trying to slowly populate the RL list here, help me out: go.bsky.app/3WPHcHg