Shefeng Yan

Provable Memory Efficient Self-Play Algorithm for Model-free Reinforcement Learning

The thriving field of multi-agent reinforcement learning (MARL) studies how a group of interacting agents make decisions autonomously in a shared dynamic environment. Existing theoretical studies in this area suffer from at least two of the following obstacles: memory inefficiency, the heavy depende…