360 Quality & Efficiency
Apr 17, 2020 · Artificial Intelligence
Extending APEX for Real Distributed Reinforcement Learning with tf2rl
The article examines the limitations of the single‑machine APEX framework in the tf2rl reinforcement‑learning library, proposes a cross‑machine distributed architecture using middleware such as Redis, compares alternative frameworks like EasyRL, and outlines expected performance gains and future development plans.
APEXTensorFlowdistributed training
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