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☆30Mar 6, 2020Updated 6 years ago
- ☆30May 1, 2019Updated 6 years ago
- ☆21Dec 17, 2020Updated 5 years ago
- Bayesian Inverse Reinforcement Learning with simple environments☆19May 17, 2022Updated 3 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆779Dec 22, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A novel Hierarchical Imitation Learning algorithm based on AIRL.☆23May 20, 2023Updated 2 years ago
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆672May 10, 2024Updated last year
- Infer how suboptimal agents are suboptimal while planning, for example if they are hyperbolic time discounters.☆25Sep 26, 2020Updated 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 GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation☆68May 25, 2021Updated 4 years ago
- Maximum Causal Entropy Inverse Reinforcement Learning☆48Nov 24, 2018Updated 7 years ago
- Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.☆46Mar 12, 2021Updated 5 years ago
- ☆275Jun 5, 2018Updated 7 years ago
- A basic pure pytorch implementation of flash attention☆16Oct 28, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆13Jul 9, 2018Updated 7 years ago
- Inverse Reinforcement Learning via State Marginal Matching, CoRL 2020☆45Jul 19, 2023Updated 2 years ago
- Meta-Inverse Reinforcement Learning with Probabilistic Context Variables☆76Mar 16, 2023Updated 3 years ago
- ☆16May 1, 2011Updated 14 years ago
- Minimal Decision Transformer Implementation written in Jax (Flax).☆17Aug 8, 2022Updated 3 years ago
- Repository for the Advanced Viewer for Monster Rancher 2☆13May 21, 2025Updated 10 months ago
- [RA-L & ICRA 2021] Adversarial Inverse Reinforcement Learning with Self-attention Dynamics Model☆31Aug 5, 2022Updated 3 years ago
- Repo for a generalised DQN Agent model capable of solving major discrete action space control problems☆18Aug 20, 2018Updated 7 years ago
- Code for "Learning Generalizable Robotic Reward Functions from "In-The-Wild" Human Videos"☆28Oct 25, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆32Mar 4, 2021Updated 5 years ago
- Inverse Reinforcement Learning Argorithms☆53May 13, 2019Updated 6 years ago
- A curated list of awesome imitation learning resources and publications☆605Feb 5, 2024Updated 2 years ago
- A reinforcement learning based tennis game - Discrete mathematics approach☆12Nov 6, 2020Updated 5 years ago
- ☆12Dec 16, 2020Updated 5 years ago
- ☆11Mar 31, 2020Updated 6 years ago
- ROS simulation of a UR5 robot to pick objects and inverse kinematics implementation in Python. Includes notebooks on Inverse Kinematics t…☆12Jul 2, 2021Updated 4 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
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Avenue is a simulator designed to test and prototype reinforcement learning algorithms. Avenue is a ServiceNow Research project that was …☆14Jul 15, 2022Updated 3 years ago
- ☆34Feb 13, 2026Updated 2 months ago
- ☆34Aug 7, 2024Updated last year
- Glossary of Machine Learning terms☆16Feb 13, 2018Updated 8 years ago
- ☆10Jun 27, 2024Updated last year
- A repository for code of reinforcement learning algorithms with PyTorch☆30Sep 20, 2021Updated 4 years ago
- Factored Interactive POMDP solver based on symbolic Perseus.☆11Aug 12, 2025Updated 8 months ago