A curated list of awesome Inverse Reinforcement Learning resources.
☆44Feb 3, 2022Updated 4 years ago
Alternatives and similar repositories for awesome-irl
Users that are interested in awesome-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:
- Literature and code for inverse reinforcement leanring research☆31Mar 6, 2020Updated 6 years ago
- ☆22Dec 17, 2020Updated 5 years ago
- Bayesian Inverse Reinforcement Learning with simple environments☆19May 17, 2022Updated 4 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆779Dec 22, 2023Updated 2 years ago
- A novel Hierarchical Imitation Learning algorithm based on AIRL.☆25May 20, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆684May 10, 2024Updated 2 years ago
- Infer how suboptimal agents are suboptimal while planning, for example if they are hyperbolic time discounters.☆25Sep 26, 2020Updated 6 years ago
- Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation☆69May 25, 2021Updated 5 years ago
- Maximum Causal Entropy Inverse Reinforcement Learning☆50Nov 24, 2018Updated 7 years ago
- Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.☆48Mar 12, 2021Updated 5 years ago
- ☆273Jun 5, 2018Updated 8 years ago
- ☆14Jul 9, 2018Updated 8 years ago
- Meta-Inverse Reinforcement Learning with Probabilistic Context Variables☆77Mar 16, 2023Updated 3 years ago
- ☆14Aug 10, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Deep Learning - Visual Representation Learning by solving Jigsaw puzzles using Deep Reinforcement Learning☆10Dec 8, 2016Updated 9 years ago
- Chemistry AR project in Unity to simulate chemical reactions☆10Sep 5, 2022Updated 4 years ago
- [RA-L & ICRA 2021] Adversarial Inverse Reinforcement Learning with Self-attention Dynamics Model☆32Aug 5, 2022Updated 4 years ago
- Preference Learning Toolbox (PLT)☆13May 24, 2018Updated 8 years ago
- Inverse Reinforcement Learning Argorithms☆52May 13, 2019Updated 7 years ago
- Code for "Learning Generalizable Robotic Reward Functions from "In-The-Wild" Human Videos"☆28Oct 25, 2021Updated 4 years ago
- A curated list of awesome imitation learning resources and publications☆611Feb 5, 2024Updated 2 years ago
- ☆12Dec 16, 2020Updated 5 years ago
- ☆25May 20, 2025Updated last year
- 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.
- ☆11Mar 31, 2020Updated 6 years ago
- High-quality reference implementations of various algorithms for Inverse Reinforcement Learning☆13Jun 20, 2018Updated 8 years ago
- PyTorch implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"☆10Nov 22, 2019Updated 6 years ago
- TensorFlow implementation of "Sample-efficient Imitation Learning via Generative Adversarial Nets"☆10Dec 8, 2022Updated 3 years ago
- Avenue is a simulator designed to test and prototype reinforcement learning algorithms. Avenue is a ServiceNow Research project that was …☆14Jul 15, 2022Updated 4 years ago
- The official implementation of Residual-MPPI☆21Mar 22, 2025Updated last year
- Augmented Reality App☆10Nov 24, 2016Updated 9 years ago
- ☆12Aug 30, 2024Updated 2 years ago
- ☆41Jul 6, 2026Updated 3 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Glossary of Machine Learning terms☆17Feb 13, 2018Updated 8 years ago
- Reinforcement learning for taxi cab v3☆14Jan 17, 2023Updated 3 years ago
- Factored Interactive POMDP solver based on symbolic Perseus.☆12Aug 12, 2025Updated last year
- A repository for code of reinforcement learning algorithms with PyTorch☆30Sep 20, 2021Updated 5 years ago
- This is a project based on machine learning and deep learning method for playing Gobang by controlling mechanical arm(利用机械臂下五子棋)☆13Apr 16, 2023Updated 3 years ago
- Resources for Auxiliary Tasks and Exploration Enable ObjectNav☆41Oct 22, 2021Updated 4 years ago
- Repository storing MATLAB scripts to estimate activations of shoulder muscles using the Rapid Muscle Redundancy (RMR) solver.☆27Feb 26, 2025Updated last year