Mathkar, Adwaitvedant ; Borkar, Vivek S. (2017) Distributed Reinforcement Learning via Gossip IEEE Transactions on Automatic Control, 62 (3). pp. 1465-1470. ISSN 0018-9286
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Official URL: http://doi.org/10.1109/TAC.2016.2585302
Related URL: http://dx.doi.org/10.1109/TAC.2016.2585302
Abstract
We consider the classical TD(0) algorithm implemented on a network of agents wherein the agents also incorporate updates received from neighboring agents using a gossip-like mechanism. The combined scheme is shown to converge for both discounted and average cost problems.
| Item Type: | Article |
|---|---|
| Source: | Copyright of this article belongs to Institute of Electrical and Electronic Engineers. |
| ID Code: | 135167 |
| Deposited On: | 19 Jan 2023 11:26 |
| Last Modified: | 19 Jan 2023 11:26 |
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