Generate expert demonstrations; GAIL(Generative Adversarial Imitation Learning); IRL(Inverse Reinforcement Learning)
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Aug 11, 2021 - Python
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irl-algorithms
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GAIL learning to imitate PPO playing CartPole.
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May 27, 2021 - Jupyter Notebook
This repository contains two new algorithms: KPIRL and KLA. KPIRL is a non-linear extension to Abbeel and Ng's Projection IRL algorithm (detailed in "Apprenticeship Learning via Inverse Reinforcement Learning"). KLA is an approximate RL algorithm designed to be used with KPIRL in large state-action spaces without any reward shaping. The algorith…
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Dec 15, 2022 - MATLAB
Generative Adversial Imitation Learning (GAIL) an inverse reinforcement learning algorithm
reinforcement-learning
deep-learning
python3
dataset
pytorch-implementation
dueling-ddqn
dueling-dqn-pytorch
irl-algorithms
gail-ppo
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Apr 5, 2022 - Python
Inverse Reinforcement Learning Algorithm implementation with Python
reinforcement-learning
python3
gym
neural-networks
mountain-car
inverse-reinforcement-learning
maximum-entropy
irl
irl-algorithms
maximum-entropy-deep
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Dec 31, 2023 - Python
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