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Search results for python inverse reinforcement learning
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35 search results found
Di Engine
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2,681
OpenDILab Decision AI Engine
Imitation
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1,064
Clean PyTorch implementations of imitation and reward learning algorithms
Inverse Reinforcement Learning
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753
Implementations of selected inverse reinforcement learning algorithms.
Irl Imitation
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412
Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
Tf2rl
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408
TensorFlow2 Reinforcement Learning
Lets Do Irl
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269
Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
Di Engine Docs
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234
DI-engine docs (Chinese and English)
Gail Tf
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167
Tensorflow implementation of generative adversarial imitation learning
Toycarirl
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134
Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinforcement Learning Abbeel & Ng, 2004)
Arel
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124
Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"
Pontryagin Differentiable Programming
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123
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.
Iq Learn
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99
(NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation
Scanpath_prediction
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77
Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning (CVPR2020)
Gail_ppo_tf
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72
Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action
Inverse_rl
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63
Adversarial Imitation Via Variational Inverse Reinforcement Learning
Pytorchrl
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36
Deep Reinforcement Learning algorithms implemented in PyTorch
F Irl
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33
Inverse Reinforcement Learning via State Marginal Matching - CoRL 2020
Discrete_mean_field_game
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26
Experiments on a discrete mean field game model of population dynamics with reinforcement learning
Modulardecision
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20
[CoRL'20] Learning a Decision Module by Imitating Driver’s Control Behaviors
Optimal Path Search_imitation Learning
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20
Searching for optimal paths in a customized Grid-world environment using Imitation Learning; Variational Adversarial Imitation Learning [VAIL]
Irl_gen
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20
This is implementation of the paper 'Toward Diverse Text Generation with Inverse Reinforcement Learning' https://arxiv.org/abs/1804.11258 IJCAI2018
Driving Interactions
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20
Reinforcement Learning Code
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20
A repository for codes of reinforcement learning algorithms with PyTorch
Max Causal Ent Irl
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19
Maximum Causal Entropy Inverse Reinforcement Learning
Gdpl
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16
Task-oriented Dialog Policy Learning with Adversarial Inverse Reinforcement Learning
Prompt Oirl
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14
code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning
Mairl
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13
[RA-L & ICRA 2021] Adversarial Inverse Reinforcement Learning with Self-attention Dynamics Model
Population Irl
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10
(Experimental) Inverse reinforcement learning from trajectories generated by multiple agents with different (but correlated) rewards
Learning From Sparse Demonstrations
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9
A framework and method to jointly learn a (neural) control objective function and a time-warping function only from sparse demonstrations or waypoints.
Bayesian_irl
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8
Bayesian Inverse Reinforcement Learning with simple environments
Irelease
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7
Inverse Reinforcement Learning-based Structural Evolution of Small Molecules
Adaptivesystems
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7
RL CIRL Research
Csirl
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6
Curricular Subgoal for Inverse Reinforcement Learning
Deepirl_chainer
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6
Implementation of GAIL and AIRL using chinerrl
Inverserl Pytorch
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5
Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation
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