Name
Title | ||
|---|---|---|
Model Learning and Knowledge Sharing for Cooperative Multiagent Systems in Stochastic Environment |
Abstract | ||
|---|---|---|
An imposing task for a reinforcement learning agent in an uncertain environment is to expeditiously learn a policy or a sequence of actions, with which it can achieve the desired goal. In this article, we present an incremental model learning scheme to reconstruct the model of a stochastic environment. In the proposed learning scheme, we introduce a clustering algorithm to assimilate the model inf... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/TCYB.2019.2958912 | IEEE Transactions on Cybernetics |
Keywords | DocType | Volume |
Stochastic processes,Task analysis,Computational modeling,Clustering algorithms,Numerical models,Multi-agent systems,Fuses | Journal | 51 |
Issue | ISSN | Citations |
12 | 2168-2267 | 0 |
PageRank | References | Authors |
0.34 | 0 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Wei-Cheng Jiang | 1 | 33 | 9.51 |
| Vignesh Narayanan | 2 | 10 | 5.19 |
| Shin Li Jr. | 3 | 112 | 19.45 |