A FPGA Accelerator of Distributed A3C Algorithm with Optimal Resource Deployment
The asynchronous advantage actor-critic (A3C) algorithm is widely regarded as one of the most effective and powerful algorithms among various deep reinforcement learning algorithms. However, the distributed and asynchronous nature of the A3C algorithm brings increased algorithm complexity and comput...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2024-01-01
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| Series: | IET Computers & Digital Techniques |
| Online Access: | http://dx.doi.org/10.1049/2024/7855250 |
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