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Hi there 👋

  • 🔭 I'm currently working on Multi-agent Learning & Evaluation, LLM-based Agent, and some Bayesian stuff...
  • ðŸŒą Feel free to check out our online evaluation platform Jidi(及įŽŽ), a Kaggle-like platform that hosts competition events but also provides agent live ranking.
  • âš― Also check out our open-sourced population-based MARL framework designed for Google Research Football 👉 link.
  • 😄 Have fun and enjoy.

Yan Song's Projects

envpool icon envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

llm_tree_search icon llm_tree_search

The official implementation of paper: Alphazero-like Tree-Search can guide large language model decoding and training

ma-gym icon ma-gym

A collection of multi agent environments based on OpenAI gym.

malib icon malib

A parallel framework for population-based multi-agent reinforcement learning.

master-thesis icon master-thesis

Policy gradient planning in MBRL using probabilistic models.

overcooked_ai icon overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

safe-rlhf icon safe-rlhf

Safe-RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

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