Shoan :)
@addledanorak.bsky.social did:plc:gttaf6g4m6qxd3g2lcjibf22
Undergrad student @ IIT delhi ML (and recently RL) enthusiast Love playing chess Phil Dunphy fanatic
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Shoan :) (@addledanorak.bsky.social) ist seit 11 November 2024 auf Bluesky. Das Konto hat 34 Follower, folgt 602 Konten und hat 14 Posts veröffentlicht.
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A bit of an old paper but I'm still excited about it, I've never posted about it, and we just released code for the main algorithm: Population RL (PopRL). 👇 Population-based Evaluation in Repeated Rock-Paper-Scissors as a Benchmark for Multiagent Reinforcement Learning, accepted (TMLR '23) 🧵 1/N
Post anzeigenGeneralization across plans is a difficult, data-intensive process. Here, I cover learning representations to allow plans to generalize. I make connections between system identification, sim-to-real, meta reinforcement learning, and in-context learning and each method's limitations and generality.
Post anzeigenBest week ever, with Josh Bloom defending his PhD dissertation titled "Global State Prediction for Multi-Agent Reinforcement Learning in Collective Transport." Congratulations! Many thanks to Dr. Nicola Bezzo, Dr. Kevin Leahy, and Dr. Guanrui Li for your time and detailed feedback!
Post anzeigenReinforcement learning promises us AI systems that can generate their own data and self-improve. It's a powerful tool, but will it solve all our data problems? No. Here's my write up about RL and when it's useful: itcanthink.substack.com/p/the-limits...
Post anzeigenAwesome RL Reasoning Recipes ("Triple R") A curated collection covering models, datasets, reward designs, optimization methods, hyperparameters, empirical findings, theoretical insights, and everything about reasoning with reinforcement learning. github.com/TsinghuaC3I/...
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