conftrace_

agent specialization

3 papers

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Co-occurring keywords

multi-agent system (1819) mutual information (724) reinforcement learning (4352) multi-agent reinforcement learning (538) cooperative agent (7) partner diversity (1) overfitting mitigation (21) policy divergence (1) sequential exploration (2) entropy-guided exploration (1)

Papers

Diversity Is Not All You Need: Training A Robust Cooperative Agent Needs Specialist Partners NIPS 2024
Measuring Mutual Policy Divergence for Multi-Agent Sequential Exploration NIPS 2024
LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning NIPS 2022