sjchoi86 / irl_rocksView external linksLinks
Cool Inverse Reinforcement Learning Papers
☆124Jan 5, 2017Updated 9 years ago
Alternatives and similar repositories for irl_rocks
Users that are interested in irl_rocks are comparing it to the libraries listed below
Sorting:
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆664May 10, 2024Updated last year
- ☆28Mar 13, 2019Updated 6 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
- Deep Gaussian Process for Inverse Reinforcement Learning☆33Jul 6, 2017Updated 8 years ago
- Inverse Reinforcement Learning Argorithms☆53May 13, 2019Updated 6 years ago
- Implementations of selected inverse reinforcement learning algorithms.☆1,064Oct 21, 2022Updated 3 years ago
- An implementation of popular Inverse Reinforcement Learning algorithms for various tasks.☆21Jul 26, 2017Updated 8 years ago
- Density Network Implementations using TensorFlow☆27Sep 13, 2018Updated 7 years ago
- IRL Toolkit developed by Sergey Levine (Taken from https://graphics.stanford.edu/projects/gpirl/)☆62Dec 11, 2016Updated 9 years ago
- Adversarial Imitation Via Variational Inverse Reinforcement Learning☆96Dec 30, 2019Updated 6 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆772Dec 22, 2023Updated 2 years ago
- Reinforcement Learning with Deep Energy-Based Policies☆435Nov 28, 2023Updated 2 years ago
- Structural implementation of RL key algorithms☆516Apr 8, 2023Updated 2 years ago
- Bootcamp held for Spring 17.☆10Mar 14, 2017Updated 8 years ago
- ☆276Jun 5, 2018Updated 7 years ago
- Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.☆218Jun 19, 2019Updated 6 years ago
- Count based exploration with the successor representation for Unity ML's Pyramid☆12Jun 19, 2019Updated 6 years ago
- [NIPS 2017] InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations☆184Nov 14, 2024Updated last year
- A collection of code investigating the use of information theory for abstractions in RL☆16Nov 14, 2018Updated 7 years ago
- Meta Reinforcement Learning Experiments☆35Aug 22, 2017Updated 8 years ago
- ☆37Aug 2, 2016Updated 9 years ago
- Guided Policy Search☆603Feb 9, 2021Updated 5 years ago
- Multi Agent Reinforcement Learning using MalmÖ☆265Apr 14, 2020Updated 5 years ago
- This is an implimentation of Value Iteration Networks (NIPS2016 best paper) in keras☆17Jan 6, 2018Updated 8 years ago
- C implementation of RL and IRL algorithms☆19Jul 6, 2020Updated 5 years ago
- Maximum Causal Entropy Inverse Reinforcement Learning☆48Nov 24, 2018Updated 7 years ago
- Inferring beliefs about dynamics from behavior☆30May 24, 2018Updated 7 years ago
- Experiments showing effects of parameters on Maximum Entropy Inverse Reinforcement Learning using grid world☆15Nov 26, 2016Updated 9 years ago
- Code to reproduce Supervised Policy Update (ICLR 2019)☆17Dec 8, 2022Updated 3 years ago
- A collection of LaTeX shortcuts for commonly used mathematical expressions in machine learning.☆58May 16, 2019Updated 6 years ago
- Tensorflow implementation of generative adversarial imitation learning☆199Apr 23, 2018Updated 7 years ago
- Code for the paper "Generative Adversarial Imitation Learning"☆729Nov 22, 2018Updated 7 years ago
- Code for hierarchical imitation learning and reinforcement learning☆301Mar 14, 2018Updated 7 years ago
- A codebase for experimenting with various approaches to action priors.☆18Jul 14, 2018Updated 7 years ago
- Creating fixed-length vectors to describe RL/GA policies☆20Oct 23, 2021Updated 4 years ago
- Modeling uncertainty information in deep learning☆22Jan 11, 2018Updated 8 years ago
- Labs for understanding and coding Standard Reinforcement Learning concepts☆60Jan 17, 2019Updated 7 years ago
- A reinforcement learning package implemented in Torch☆11Jan 24, 2016Updated 10 years ago
- ICML 2018 Self-Imitation Learning☆278Apr 18, 2020Updated 5 years ago