Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning

Lukas Schäfer, Oliver Slumbers, Stephen McAleer +3

Multi-agent reinforcement learning (MARL) requires agents to explore within a vast joint action space to find joint actions that lead to coordination. Existing value-based MARL alg…