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Open-source projects categorized as on-policy
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Language: + Python + Jupyter Notebook
Topics: actor-critic deep-reinforcement-learning Ppo proximal-policy-optimization pomdp
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on-policy Open-Source Projects

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  • episodic-transformer-memory-ppo

    Clean baseline implementation of PPO using an episodic TransformerXL memory

    • Project mention: Question about Transformer model input in RL | /r/reinforcementlearning | 2023-06-17

    Check out this implementation https://github.com/MarcoMeter/episodic-transformer-memory-ppo

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  • recurrent-ppo-truncated-bptt

    Baseline implementation of recurrent PPO using truncated BPTT

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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on-policy related posts

  • What RL library supports custom LSTM and Transformer neural networks to use with algorithms such as PPO?

    4 projects | /r/reinforcementlearning | 25 Mar 2023

Index

Project Stars
1 episodic-transformer-memory-ppo 120
2 recurrent-ppo-truncated-bptt 110

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