inverse-reinforcement-learning topic

List inverse-reinforcement-learning repositories

gail-tf

201
Stars
47
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Tensorflow implementation of generative adversarial imitation learning

lets-do-irl

639
Stars
107
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Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)

Inverse-Reinforcement-Learning

933
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237
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Implementations of selected inverse reinforcement learning algorithms.

gail_ppo_tf

112
Stars
29
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Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action

Pontryagin-Differentiable-Programming

151
Stars
23
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A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.

DESIRE

78
Stars
26
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DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents

Scanpath_Prediction

92
Stars
23
Forks
Watchers

Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning (CVPR2020)

inverse_rl

92
Stars
11
Forks
Watchers

Adversarial Imitation Via Variational Inverse Reinforcement Learning

irl-maxent

197
Stars
52
Forks
Watchers

Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python