toshikwa / gail-airl-ppo.pytorchView external linksLinks
PyTorch implementation of GAIL and AIRL based on PPO.
☆240Nov 22, 2020Updated 5 years ago
Alternatives and similar repositories for gail-airl-ppo.pytorch
Users that are interested in gail-airl-ppo.pytorch are comparing it to the libraries listed below
Sorting:
- Adversarial Inverse Reinforcement Learning Implement For Mountain Car☆36Sep 21, 2021Updated 4 years ago
- A simple implementation of Generative Adversarial Imitation Learning with PyTorch☆174Mar 22, 2022Updated 3 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆772Dec 22, 2023Updated 2 years ago
- Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation☆68May 25, 2021Updated 4 years ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,688Jan 7, 2025Updated last year
- Imitation learning algorithms☆559Mar 22, 2025Updated 10 months ago
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆664May 10, 2024Updated last year
- ☆276Jun 5, 2018Updated 7 years ago
- ☆40Oct 30, 2021Updated 4 years ago
- Implementation of Off Policy Adversarial Inverse Reinforcement Learning☆23Oct 9, 2020Updated 5 years ago
- Pytorch implementation of InfoGAIL and WGAIL☆19Oct 7, 2022Updated 3 years ago
- [ICML 2021] Learning to Weight Imperfect Demonstrations☆20Nov 4, 2022Updated 3 years ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,272Feb 9, 2021Updated 5 years ago
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆45Jul 19, 2023Updated 2 years ago
- Implementations of selected inverse reinforcement learning algorithms.☆1,064Oct 21, 2022Updated 3 years ago
- Code and project page for D-REX algorithm from the paper "Better-than-Demonstrator Imitation Learning via Automatically-Ranked Demonstrat…☆51Dec 8, 2022Updated 3 years ago
- Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python☆311Apr 21, 2024Updated last year
- Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.☆218Jun 19, 2019Updated 6 years ago
- PyTorch implementation of SAC-Discrete.☆314Jul 25, 2024Updated last year
- A novel Hierarchical Imitation Learning algorithm based on AIRL.☆22May 20, 2023Updated 2 years ago
- [ICML 2019] Implementation of "Imitation Learning from Imperfect Demonstration"☆49Jun 18, 2019Updated 6 years ago
- Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)☆231Jul 10, 2022Updated 3 years ago
- PyTorch implementation of GAIL and PPO reinforcement learning algorithms☆26May 7, 2021Updated 4 years ago
- [RA-L & ICRA 2021] Adversarial Inverse Reinforcement Learning with Self-attention Dynamics Model☆31Aug 5, 2022Updated 3 years ago
- PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.☆149Nov 15, 2021Updated 4 years ago
- Inverse Reinforcement Learning Argorithms☆53May 13, 2019Updated 6 years ago
- PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning☆67Dec 30, 2019Updated 6 years ago
- Generate expert demonstrations; GAIL(Generative Adversarial Imitation Learning); IRL(Inverse Reinforcement Learning)☆32Aug 11, 2021Updated 4 years ago
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,876May 29, 2022Updated 3 years ago
- Deep Reinforcement Learning for Continuous Control in PyTorch☆105Dec 31, 2021Updated 4 years ago
- Implementation of GAIL and AIRL using chinerrl☆16Jun 21, 2022Updated 3 years ago
- Implementation of Generatve Adversarial Imitation Learning (GAIL) for classic environments from OpenAI Gym.☆89Dec 26, 2018Updated 7 years ago
- Public implementation of "Learning from Suboptimal Demonstration via Self-Supervised Reward Regression" from CoRL'21☆23May 20, 2021Updated 4 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆785May 29, 2022Updated 3 years ago
- ILSwiss is an Easy-to-run Imitation Learning (IL, or Learning from Demonstration, LfD) and also Reinforcement Learning (RL) framework (te…☆177Aug 3, 2023Updated 2 years ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆656Apr 6, 2021Updated 4 years ago
- ☆19Aug 9, 2022Updated 3 years ago
- learning robust rewards with adversarial inverse reinforcement learning☆14Sep 13, 2020Updated 5 years ago
- [IJCAI 2021] Robust Adversarial Imitation Learning via Adaptively-Selected Demonstrations☆16Feb 17, 2023Updated 3 years ago