Library/multiagent-particle-envs
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openai/multiagent-particle-envs

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

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OpenAI

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openai • ai-lab

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Created

Aug 17, 2017

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README Summary

This repository contains a multi-agent particle environment implementation used for reinforcement learning research in mixed cooperative-competitive scenarios. The environment supports various multi-agent tasks where particles can interact, communicate, and pursue different objectives simultaneously. It was specifically developed to evaluate multi-agent actor-critic algorithms in complex social dilemmas.

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Multi-Agent Reinforcement LearningActor-Critic MethodsCooperative-Competitive LearningEnvironment SimulationGame TheoryPolicy Gradient MethodsMarkov Decision Processes

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Multi-Agent Reinforcement LearningActor-Critic MethodsCooperative-Competitive LearningEnvironment SimulationGame TheoryPolicy Gradient MethodsMarkov Decision ProcessesCooperative Behavior ResearchMulti-Agent RL Algorithm TestingSimulation DataMulti-Agent SystemsSwarm Intelligence SimulationGamingSelf-hostedEmergent BehaviorRoboticsCompetitive Agent TrainingResearch ComputingAgentic AIContinuous ControlAutonomous SystemsGame-Theoretic Scenario ModelingPython

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research
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medium
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research

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Dev Tools & AutomationPrimaryLearning ResourcesSearch & KnowledgeOther AI / MLAI AgentsModel TrainingRobotics

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Python100.0%

Timeline

Project created
Aug 17, 2017
Forked
Mar 14, 2026
Your last push
2 years ago
Upstream last push
2 years ago
Tracked since
Apr 9, 2024

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