Proximal Policy Optimization Based on Self-directed Action Selection

The optimization algorithm of monotonous improvement of strategy in reinforcement learning is a current research hotspot,and it has achieved good performance in both discrete and continuous control tasks.Proximal policy optimization(PPO)algorithm is a classic strategy monotonic promotion algorithm,b...

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Bibliographic Details
Main Author: SHEN Yi, LIU Quan
Format: Article
Language:zho
Published: Editorial office of Computer Science 2021-12-01
Series:Jisuanji kexue
Subjects:
Online Access:https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2021-12-297.pdf