ARMS: Automatic Reward Shaping for Sparse-Reward Multi-Agent Reinforcement Learning

Elie Abboud, Oren Gal

Sparse rewards are a major bottleneck in multi-agent reinforcement learning (MARL), where simultaneous learning induces non-stationarity and makes reward design especially delicate…