Recurrent PPO

Author

Ziang Liu

Published

July 6, 2026

Draft

https://sb3-contrib.readthedocs.io/en/master/modules/ppo_recurrent.html

Recurrent PPO for inventory management. The recurrent policy is implemented using an LSTM network, which allows the agent to maintain a memory of past observations and actions. This is particularly useful in environments where the current state does not provide enough information to make optimal decisions.

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