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

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E66: Satinder Singh: The Origin Story of RLDM @ RLDM 2025 Professor Satinder Singh of Google DeepMind and U of Michigan is co-founder of ‪@rldmdublin2025.bsky.social‬ Here he narrates the origin story of the Reinforcement Learning and Decision Making meeting (not conference).

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E66: Satinder Singh: The Origin Story of RLDM @ RLDM 2025 Professor Satinder Singh of Google DeepMind and U of Michigan is co-founder of ‪@rldmdublin2025.bsky.social‬ Here he narrates the origin story of the Reinforcement Learning and Decision Making meeting (not conference).

Excited to attend my first RLDM! (fomo from missing the past 2). Would love to say hi -- and will be looking for Talk RL Podcast interviews 🌸🍒🌸

RLDM@rldmparis2027.bsky.social

Register NOW and save €100 off your registration fee! Fees will increase by €100 on April 1st. Looking forward to seeing you all in June! #RLDM2025

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BSKY E64: NeurIPS 2024 – Posters and Hallways 2 - Jonathan Cook of Oxford: Cultural Accumulation in Reinforcement Learning - Yifei Zhou of Berkeley AI Research: DigiRL for In-The-Wild Device-Control Agents - Rory Young of U Glasgow: A Lyapunov Exponent Approach to RL Robustness (cont'd)

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BSKY E64: NeurIPS 2024 – Posters and Hallways 2 - Jonathan Cook of Oxford: Cultural Accumulation in Reinforcement Learning - Yifei Zhou of Berkeley AI Research: DigiRL for In-The-Wild Device-Control Agents - Rory Young of U Glasgow: A Lyapunov Exponent Approach to RL Robustness (cont'd)

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Robin Ranjit Singh Chauhan reposted

We've built a simulated driving agent that we trained on 1.6 billion km of driving with no human data. It is SOTA on every planning benchmark we tried. In self-play, it goes 20 years between collisions.

Want a paid speaking gig at our AGM? 30 min talks on a deeptech topic incl: - Mat Sci - LLMs, RL, Agents, AI h/w - Robotics - Nanotech - Energy - Space Seeking engaging speakers, ideally from Cali or nearby. San Jose Convention Center Mon May 5 morning. Please DM!

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

Robin Ranjit Singh Chauhan@robinchauhan.bsky.social

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.

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.

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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.