Open-source library implementing formal contracts to mitigate social dilemmas in multi-agent reinforcement learning, built on RLlib and developed by members of the Algorithmic Alignment Group.
Endorsements made here support MIT Algorithmic Alignment Group.
Open-source library implementing formal contracts to mitigate social dilemmas in multi-agent reinforcement learning, built on RLlib and developed by members of the Algorithmic Alignment Group.
Endorsements made here support MIT Algorithmic Alignment Group.
Project Details
Updated 05/18/26 · By grantmaking.aiThe Formal Contracts for Multi-Agent Reinforcement Learning project provides an RLlib-based codebase for specifying and enforcing contract structures between agents so that individually learning agents achieve cooperative outcomes in social dilemma settings, accompanying the paper demonstrating how such formal contracts can improve cooperation in multi-agent RL benchmarks.
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Updated 05/18/26 · By grantmaking.aiDiscussion
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