A new noise network and gradient parallelisation‐based asynchronous advantage actor‐critic algorithm
Abstract Asynchronous advantage actor‐critic (A3C) algorithm is a commonly used policy optimization algorithm in reinforcement learning, in which asynchronous is parallel interactive sampling and training, and advantage is a sampling multi‐step reward estimation method for computing weights. In orde...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-09-01
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| Series: | IET Cyber-systems and Robotics |
| Subjects: | |
| Online Access: | https://doi.org/10.1049/csy2.12059 |