gail
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PyTorch implementation of Dense connections based Off-policy adversarial Imitation Learning (DOIL). We intgrated dense connections and TD3 into GAIL for better sample efficiency.
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May 31, 2021 - Python
Generative adversarial imitation learning to produce a proxy for the reward function present in dialogue.
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Dec 25, 2020 - Jupyter Notebook
Learning to play minecraft without a value function or policy network.
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Feb 17, 2023 - Python
Minimal implementation of Proximal Policy Optimization (PPO) in PyTorch
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Apr 22, 2024 - Python
Imitation learning via Reinforcement Learning using Policy gradient methods and GAIL
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Jan 4, 2019 - Jupyter Notebook
Training of agents using Reinforcement and Imitation Learning to simulate human crowds behavior, using Unity and ML-Agents Toolkit
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Nov 29, 2021 - ShaderLab
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Jan 16, 2018 - Python
PyTorch implementations of the PPO and GAIL algorithms
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Aug 11, 2021 - Python
Distributed Deep Learning framework based on Tensorflow2
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Aug 29, 2023 - Jupyter Notebook
TensorFlow implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"
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Mar 8, 2019 - Python
Repository for Research Project about Using Decision Trees produced by Generative Adversarial Imitation Learning to give insight into black box Reinforcement Learning models.
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Jan 23, 2022 - Python
Generative-Adversarial-Imitation-Learning on PySC2
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Aug 26, 2018 - Python
Some model free RL algorithms
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Mar 5, 2021 - Jupyter Notebook
PyTorch implementations of the PPO and GAIL algorithms
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Aug 11, 2021 - Python
4th Year Project: 'Reinforcement Learning for Automation' with supervisor Dr. Sumeetpal Singh
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Dec 8, 2022 - Python
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