psro

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Shanghai-Digital-Brain-Laboratory / DB-Football

A Simple, Distributed and Asynchronous Multi-Agent Reinforcement Learning Framework for Google Research Football AI.

reinforcement-learning pytorch distributed football ray ppo multi-agent-reinforcement-learning google-research-football mappo psro league-training

Updated Jan 16, 2024
Python

mugwill / liarsdeckagent

Star

Play Liar's Deck against game-theoretic agents — CFR heads-up, PSRO populations at 3-4 seats — with a spectate mode and a Learning panel

react reinforcement-learning game-theory counterfactual-regret-minimization fastapi psro

Updated Jul 25, 2026
Python

NadavFireman / Multi-Agent-Reinforcement-Learning-Final-Project-PSRO-Kuhn-Poker

Star

Multi-Agent RL Final Project (Grade 100, M.Sc. Data Science, HIT): PSRO built from scratch on Kuhn Poker — exploitability 0.0315 vs 1.25 for self-play under the same budget (39.7× lower), landing on Kuhn's analytic equilibrium family without being told

python reinforcement-learning numpy game-theory nash-equilibrium multi-agent-reinforcement-learning psro kuhn-poker

Updated Sep 25, 2026
Jupyter Notebook

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