Yuki AKIYAMA

Nonparametric Bellman Mappings for Value Iteration in Distributed Reinforcement Learning

2025 · arXiv (Cornell University)

This paper introduces novel Bellman mappings (B-Maps) for value iteration (VI) in distributed reinforcement learning (DRL), where agents are deployed over an undirected, connected graph/network with arbitrary topology -- but without a centralized node, that …