Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
☆782Dec 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementations of selected inverse reinforcement learning algorithms.☆1,069Oct 21, 2022Updated 3 years ago
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆675May 10, 2024Updated last year
- Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python☆321Apr 21, 2024Updated 2 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 Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,281Feb 9, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Imitation learning algorithms☆564Mar 22, 2025Updated last year
- PyTorch implementation of GAIL and AIRL based on PPO.☆242Nov 22, 2020Updated 5 years ago
- Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.☆219Jun 19, 2019Updated 6 years ago
- Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation☆68May 25, 2021Updated 4 years ago
- ☆275Jun 5, 2018Updated 7 years ago
- Adversarial Imitation Via Variational Inverse Reinforcement Learning☆96Dec 30, 2019Updated 6 years ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,738Jan 7, 2025Updated last year
- Inverse Reinforcement Learning Argorithms☆53May 13, 2019Updated 6 years ago
- Tensorflow implementation of generative adversarial imitation learning☆198Apr 23, 2018Updated 8 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A curated list of awesome imitation learning resources and publications☆606Feb 5, 2024Updated 2 years ago
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆45Jul 19, 2023Updated 2 years ago
- Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action☆114Nov 14, 2018Updated 7 years ago
- A PyTorch-based deep inverse reinforcement learning pipeline for vehicle motion forecasting☆84Jan 23, 2019Updated 7 years ago
- An implementation of popular Inverse Reinforcement Learning algorithms for various tasks.☆21Jul 26, 2017Updated 8 years ago
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,898May 29, 2022Updated 3 years ago
- [T-ITS] Driving Behavior Modeling using Naturalistic Human Driving Data with Inverse Reinforcement Learning☆278May 13, 2022Updated 3 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,339Mar 13, 2025Updated last year
- A curated list of awesome Inverse Reinforcement Learning resources.☆44Feb 3, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)☆372Aug 1, 2019Updated 6 years ago
- Implementation of Generatve Adversarial Imitation Learning (GAIL) for classic environments from OpenAI Gym.☆88Dec 26, 2018Updated 7 years ago
- Implementation of Linear Inverse Reinforcement Learning Algorithm (IRL) on Mountain Car Environment.☆31Apr 8, 2020Updated 6 years ago
- PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.☆149Nov 15, 2021Updated 4 years ago
- Cool Inverse Reinforcement Learning Papers☆124Jan 5, 2017Updated 9 years ago
- Adversarial Inverse Reinforcement Learning Implement For Mountain Car☆37Sep 21, 2021Updated 4 years ago
- PyTorch implementation of deep reinforcement learning algorithms☆489Nov 19, 2021Updated 4 years ago
- Inverse Reinforcement learning proof-of-concept using the Guided Cost/Reward Learning approach☆10Mar 23, 2020Updated 6 years ago
- Implementations of Maximum Entropy Algorithms for solving Inverse Reinforcement Learning problems.☆30Nov 4, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning☆67Dec 30, 2019Updated 6 years ago
- ☆116Oct 12, 2017Updated 8 years ago
- Code for the paper "Generative Adversarial Imitation Learning"☆730Nov 22, 2018Updated 7 years ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,425Nov 29, 2023Updated 2 years ago
- Paper Collection for Imitation Learning in RL.☆155Mar 17, 2022Updated 4 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
- Collection of reinforcement learning algorithms☆2,899Jun 17, 2024Updated last year