Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
☆773Dec 22, 2023Updated 2 years ago
Alternatives and similar repositories for lets-do-irl
Users that are interested in lets-do-irl are comparing it to the libraries listed below
Sorting:
- Implementations of selected inverse reinforcement learning algorithms.☆1,065Oct 21, 2022Updated 3 years ago
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆664May 10, 2024Updated last year
- Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python☆311Apr 21, 2024Updated last year
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,272Feb 9, 2021Updated 5 years ago
- Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinf…☆178Oct 25, 2021Updated 4 years ago
- PyTorch implementation of GAIL and AIRL based on PPO.☆241Nov 22, 2020Updated 5 years ago
- Imitation learning algorithms☆561Mar 22, 2025Updated 11 months ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,697Jan 7, 2025Updated last year
- Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.☆218Jun 19, 2019Updated 6 years ago
- Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation☆68May 25, 2021Updated 4 years ago
- ☆276Jun 5, 2018Updated 7 years ago
- A curated list of awesome imitation learning resources and publications☆605Feb 5, 2024Updated 2 years ago
- Adversarial Imitation Via Variational Inverse Reinforcement Learning☆96Dec 30, 2019Updated 6 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,334Mar 13, 2025Updated 11 months ago
- Inverse Reinforcement Learning Argorithms☆53May 13, 2019Updated 6 years ago
- Tensorflow implementation of generative adversarial imitation learning☆199Apr 23, 2018Updated 7 years ago
- Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)☆372Aug 1, 2019Updated 6 years ago
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,875May 29, 2022Updated 3 years ago
- Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action☆115Nov 14, 2018Updated 7 years ago
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆45Jul 19, 2023Updated 2 years ago
- PyTorch implementation of deep reinforcement learning algorithms☆491Nov 19, 2021Updated 4 years ago
- PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.☆149Nov 15, 2021Updated 4 years ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,405Nov 29, 2023Updated 2 years ago
- A curated list of awesome Inverse Reinforcement Learning resources.☆41Feb 3, 2022Updated 4 years ago
- A PyTorch-based deep inverse reinforcement learning pipeline for vehicle motion forecasting☆84Jan 23, 2019Updated 7 years ago
- Collection of reinforcement learning algorithms☆2,868Jun 17, 2024Updated last year
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆321Jan 11, 2024Updated 2 years ago
- Paper Collection for Imitation Learning in RL.☆154Mar 17, 2022Updated 3 years ago
- Implementation of Generatve Adversarial Imitation Learning (GAIL) for classic environments from OpenAI Gym.☆89Dec 26, 2018Updated 7 years ago
- Cool Inverse Reinforcement Learning Papers☆124Jan 5, 2017Updated 9 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
- [T-ITS] Driving Behavior Modeling using Naturalistic Human Driving Data with Inverse Reinforcement Learning☆275May 13, 2022Updated 3 years ago
- Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019☆788May 29, 2022Updated 3 years ago
- Implementation of Linear Inverse Reinforcement Learning Algorithm (IRL) on Mountain Car Environment.☆31Apr 8, 2020Updated 5 years ago
- An implementation of popular Inverse Reinforcement Learning algorithms for various tasks.☆21Jul 26, 2017Updated 8 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆741May 23, 2022Updated 3 years ago
- ☆1,315May 27, 2024Updated last year
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duel…☆692Dec 18, 2025Updated 2 months ago
- A collection of reference environments for offline reinforcement learning☆1,656Nov 18, 2024Updated last year