aravindsiv / irl-lab
An implementation of popular Inverse Reinforcement Learning algorithms for various tasks.
☆21Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for irl-lab
- Adversarial Imitation Via Variational Inverse Reinforcement Learning☆95Updated 4 years ago
- Inverse Reinforcement Learning Argorithms☆53Updated 5 years ago
- Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action☆112Updated 6 years ago
- ☆81Updated 3 years ago
- PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning☆66Updated 4 years ago
- ☆261Updated 6 years ago
- Deep Reinforcement Learning algorithms implemented in PyTorch☆49Updated 6 years ago
- Pytorch implementation of "FeUdal Networks for Hierarchical Reinforcement Learning" for Montezuma's Revenge☆93Updated 2 years ago
- A Tensorflow implementation of the Option-Critic Architecture☆70Updated 7 years ago
- Implementation of the Option-Critic Architecture on the Atari (ALE) environment☆170Updated 7 years ago
- ☆28Updated 5 years ago
- ☆90Updated 11 months ago
- Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regre…☆131Updated 5 years ago
- Soft Actor-Critic☆141Updated 6 years ago
- Deep Variational Reinforcement Learning☆134Updated 2 years ago
- Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.☆199Updated 5 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆90Updated 6 years ago
- An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161☆178Updated 7 years ago
- A3C style Option-Critic with deliberation cost☆39Updated 6 years ago
- Experiments showing effects of parameters on Maximum Entropy Inverse Reinforcement Learning using grid world☆15Updated 7 years ago
- ☆83Updated 5 years ago
- This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.☆66Updated 6 years ago
- PyTorch implementation of CommNet☆36Updated 6 years ago
- Disagreement-Regularized Imitation Learning☆30Updated 3 years ago
- Implementation of Linear Inverse Reinforcement Learning Algorithm (IRL) on Mountain Car Environment.☆29Updated 4 years ago
- (Experimental) Inverse reinforcement learning from trajectories generated by multiple agents with different (but correlated) rewards☆26Updated 5 years ago
- ☆71Updated 5 months ago
- Experiments on a discrete mean field game model of population dynamics with reinforcement learning☆31Updated last year
- Implementation of our paper "Meta Reinforcement Learning with Task Embedding and Shared Policy"☆33Updated 5 years ago
- Code accompanying the paper "Better Exploration with Optimistic Actor Critic" (NeurIPS 2019)☆68Updated last year