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All Projects → nosyndicate → pytorchrl

nosyndicate / pytorchrl

Licence: MIT License
Deep Reinforcement Learning algorithms implemented in PyTorch

Programming Languages

python
139335 projects - #7 most used programming language

Labels

reinforcement-learningdeep-reinforcement-learningpytorchimitation-learninginverse-reinforcement-learning

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PyTorchRL

Deep Reinforcement Learning implemented in pytorch.

This project trying to mimic the structure of rllab code and occasionally borrow code from rllab and inverse_rl

  • Implemented Algorithms

    • Online

      • DDPG (Deep Deterministic Policy Gradient)
      • NAF (Normalized Advantage Function)
      • Soft Q-Learning (Deep Energy-Based Policy)

    • Batch

      • TRPO (Trust Region Policy Optimization)

    • Inverse Reinforcement Learning & Imitation Learning

      • Generative Adversarial Imitation Learning
      • Adversarial Inverse Reinforcement Learning
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