Bhumesh Kumar

A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning

In Multi-Agent Reinforcement Learning (MARL), multiple agents interact with a common environment, as also with each other, for solving a shared problem in sequential decision-making. It has wide-ranging applications in gaming, robotics, finance, communication, etc. In this work, we derive a novel la…