aravindsiv / irl-lab
An implementation of popular Inverse Reinforcement Learning algorithms for various tasks.
☆21Updated 7 years ago
Alternatives and similar repositories for irl-lab:
Users that are interested in irl-lab are comparing it to the libraries listed below
- Adversarial Imitation Via Variational Inverse Reinforcement Learning☆95Updated 5 years ago
- Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action☆113Updated 6 years ago
- Inverse Reinforcement Learning Argorithms☆54Updated 5 years ago
- ☆28Updated 6 years ago
- PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning☆66Updated 5 years ago
- Deep Variational Reinforcement Learning☆134Updated 2 years ago
- A Tensorflow implementation of the Option-Critic Architecture☆72Updated 7 years ago
- ☆83Updated 3 years ago
- Experiments showing effects of parameters on Maximum Entropy Inverse Reinforcement Learning using grid world☆15Updated 8 years ago
- Implementation of the Option-Critic Architecture on the Atari (ALE) environment☆176Updated 7 years ago
- Pytorch implementation of "FeUdal Networks for Hierarchical Reinforcement Learning" for Montezuma's Revenge☆94Updated 2 years ago
- Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.☆205Updated 5 years ago
- Deep Reinforcement Learning algorithms implemented in PyTorch☆49Updated 6 years ago
- ☆271Updated 6 years ago
- ☆42Updated 6 years ago
- ☆84Updated 6 years ago
- ☆91Updated last year
- Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regre…☆131Updated 5 years ago
- Gym environments modified with adversarial agents☆36Updated 8 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆94Updated 6 years ago
- Implementation of Bootstrap DQN and Randomized Prior Functions on ALE☆55Updated 2 weeks ago
- PyTorch implementation of CommNet☆36Updated 7 years ago
- Implementation of Linear Inverse Reinforcement Learning Algorithm (IRL) on Mountain Car Environment.☆30Updated 4 years ago
- Code accompanying the paper "Better Exploration with Optimistic Actor Critic" (NeurIPS 2019)☆70Updated last year
- An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161☆182Updated 7 years ago
- ☆60Updated 6 years ago
- This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.☆60Updated 5 years ago
- A3C style Option-Critic with deliberation cost☆39Updated 7 years ago
- (Experimental) Inverse reinforcement learning from trajectories generated by multiple agents with different (but correlated) rewards☆27Updated 5 years ago
- Implementation of Generatve Adversarial Imitation Learning (GAIL) for classic environments from OpenAI Gym.☆88Updated 6 years ago