Distributed Reinforcement Learning via Gossip

2013-10-28Unverified0· sign in to hype

Adwaitvedant S. Mathkar, Vivek S. Borkar

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Abstract

We consider the classical TD(0) algorithm implemented on a network of agents wherein the agents also incorporate the updates received from neighboring agents using a gossip-like mechanism. The combined scheme is shown to converge for both discounted and average cost problems.

Tasks

reinforcement-learning Reinforcement Learning Reinforcement Learning (RL)

Distributed Reinforcement Learning via Gossip

Abstract

Tasks

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