An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: inverse-reinforcement-learning

sunghoonhong/VI-GAIL

Video Input Generative Adversarial Imitation Learning

Language: Python - Size: 102 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 0

bbrighttaer/irelease

Inverse Reinforcement Learning-based Structural Evolution of Small Molecules

Language: Python - Size: 119 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 2

HuangJiaLian/AIRL_MountainCar

Adversarial Inverse Reinforcement Learning Implement For Mountain Car

Language: Python - Size: 1010 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 1

maclopes/learnandteachinIRL

Class Teaching of Inverse Reinforcement Learning

Language: Python - Size: 26.4 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

tanmaybinaykiya/YODO-Inverse-Reinforcement-Learning

YODO: Inverse Reinforcement Learning

Language: JavaScript - Size: 2.86 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

magnusja/irl-imitation Fork of yrlu/irl-imitation

Implementations of model-based Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

Language: Python - Size: 23.2 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 3

kanji95/Topics-in-Machine-Learning-CS7.502

Topics in Machine Learning @ IIIT Hyderabad (Fall 2021)

Language: Jupyter Notebook - Size: 1.31 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

mattgolub/internal_model_estimation

Codepack accompanying "Internal models for interpreting neural population activity during sensorimotor control," by Matthew D. Golub, Byron M. Yu, and Steven M. Chase, eLife 2015.

Language: Matlab - Size: 134 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 11 - Forks: 1

realliyifei/rl-project-irl-gridworld

Compares RL and IRL models on different gridworld environments

Language: Jupyter Notebook - Size: 1.12 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Riley16/scot

Set Cover Optimal Teaching for Sequential Decision Making with Inverse Reinforcement Learning

Language: Python - Size: 141 KB - Last synced at: 6 days ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 0

Robin970822/Ada-IRL

Adaboost Inverse Reinforcement Learning

Language: Python - Size: 24.4 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 0

uidilr/irl_gym Fork of justinjfu/inverse_rl

Gym Environments for Inverse Reinforcement Learning

Language: Python - Size: 849 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1

xiangli-chen/home

research, knowledge and skill. resources and notes of machine learning, reinforcement learning, deep learning, inverse reinforcement learning, imitation learning.

Language: Jupyter Notebook - Size: 89.7 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1

francescomontagna/MaxEnt-IRL

Basic implementation of the content of https://apps.dtic.mil/sti/pdfs/AD1090741.pdf

Language: Jupyter Notebook - Size: 161 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

Vrroom/IRL

Algorithms for Inverse Reinforcement Learning

Language: Python - Size: 3.61 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

kyungjaelee/MCTEIL

Maximum Causal Tsallis Entropy Imitation Learning

Language: Jupyter Notebook - Size: 2.33 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

prabhasak/chicken

Did the chicken cross the road? Answered through Inverse Reinforcement Learning!

Language: Jupyter Notebook - Size: 27 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

radsn/Robotics

robotics

Language: Jupyter Notebook - Size: 4.52 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

usajpn/MLPaperReading

IssuesにML(主にRL/IRL論文)の論文読みまとめをしています。ほぼ自分用メモです。https://github.com/usajpn/MLPaperReading/issues

Size: 1000 Bytes - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

kyungjaelee/dmpl_experiments

Objectworld Experiments

Language: Matlab - Size: 7.83 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

gautams3/IRL_IntelligentGrading

Using Inverse Reinforcement Learning for grading of physical (sensorimotor) skills. This framework is a proof-of-concept with a toy problem of navigating in grid-based parking lot

Language: Java - Size: 2.08 MB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

Related Keywords
inverse-reinforcement-learning 121 reinforcement-learning 66 imitation-learning 34 pytorch 17 irl 14 machine-learning 13 deep-reinforcement-learning 13 deep-learning 11 learning-from-demonstration 8 multi-agent-reinforcement-learning 8 tensorflow 8 python 8 rl 7 gail 7 reinforcement-learning-algorithms 7 multiagent-reinforcement-learning 6 meta-reinforcement-learning 6 icml 5 ijcai 5 aaai 5 motion-planning 5 safe-reinforcement-learning 4 robotics 4 mujoco 4 ddpg 4 aamas 4 icra 4 iclr 4 mountain-car 3 reinforcement-learning-papers 3 decision-making 3 autonomous-vehicles 3 maximum-entropy 3 a3c 3 apprenticeship-learning 3 dqn 3 openai-gym 3 vail 3 q-learning 3 hierarchical-reinforcement-learning 3 reinforcement-learning-agent 3 pytorch-rl 3 offline-rl 3 model-based-reinforcement-learning 3 inverse-optimal-control 3 maxent 3 offline-reinforcement-learning 3 gridworld 3 human-robot-interaction 3 differentiable-programming 2 large-language-models 2 gym 2 interactive-robot-learning 2 rlhf 2 algorithms 2 artificial-intelligence 2 recurrent-neural-networks 2 trajectory-planning 2 adversarial-networks 2 reinforcement-learning-paper 2 reinforcement-learning-environments 2 airl 2 generative-adversarial-network 2 optimal-control 2 path-planning 2 mdp 2 actor-critic 2 adversarial-learning 2 awesome 2 awesome-list 2 multi-agent 2 multi-agent-learning 2 multi-agent-systems 2 imitation 2 neurips 2 ml 2 a2c 2 python3 2 active-learning 2 bayesian 2 trpo 2 td3 2 irl-algorithms 2 ppo 2 policy-gradient 2 uncertainty-quantification 1 frozenlake-v0 1 swag 1 objectworld 1 neural-network 1 mcdropout 1 microeconomic-theory 1 ensembles 1 sparse-demonstrations 1 clearml 1 revealed-preferences 1 sparse-data-learning 1 paper 1 hyperparameter-optimization 1 sparse-data 1