Learning to Utilize Curiosity: A New Approach of Automatic Curriculum Learning for Deep RL

In recent years, reinforcement learning algorithms based on automatic curriculum learning have been increasingly applied to multi-agent system problems. However, in the sparse reward environment, the reinforcement learning agents get almost no feedback from the environment during the whole training...

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Bibliographic Details
Main Authors: Zeyang Lin, Jun Lai, Xiliang Chen, Lei Cao, Jun Wang
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/14/2523