aaronsnoswell / irl_methodsLinks
High-quality reference implementations of various algorithms for Inverse Reinforcement Learning
☆13Updated 7 years ago
Alternatives and similar repositories for irl_methods
Users that are interested in irl_methods are comparing it to the libraries listed below
Sorting:
- ☆30Updated 6 years ago
- AGAC: Adversarially Guided Actor-Critic☆47Updated 4 years ago
- Maximum Causal Entropy Inverse Reinforcement Learning☆48Updated 7 years ago
- A PyTorch implementation of SEED, originally created by Google Research for TensorFlow 2.☆15Updated 5 years ago
- MetaGenRL, a novel meta reinforcement learning algorithm. Unlike prior work, MetaGenRL can generalize to new environments that are entire…☆68Updated 5 years ago
- Bayesian Reward Shaping Framework for Deep Reinforcement Learning☆23Updated 6 years ago
- Using RLLib and PycoLab to explore intelligent cooperative behavior in sequential social dilemmas☆54Updated 3 years ago
- Pytorch implementation of "FeUdal Networks for Hierarchical Reinforcement Learning" for Montezuma's Revenge☆96Updated 3 years ago
- Implementation of Bootstrap DQN and Randomized Prior Functions on ALE☆56Updated 9 months ago
- ☆85Updated 4 years ago
- PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN☆45Updated 5 years ago
- Bayesian Inverse Reinforcement Learning with simple environments☆19Updated 3 years ago
- Reimplementation of simple policy gradient algorithms such as REINFORCE and Actor-Critic methods.☆16Updated 2 years ago
- Deep RL agents with PyTorch☆35Updated 4 years ago
- Maximum Entropy-Regularized Multi-Goal Reinforcement Learning (ICML 2019)☆24Updated 6 years ago
- This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.☆62Updated 6 years ago
- Implementation of VALOR (Variational Option Discovery Algorithms)☆10Updated 6 years ago
- ☆85Updated 7 years ago
- Automatic Data-Regularized Actor-Critic (Auto-DrAC)☆103Updated 2 years ago
- on-policy optimization baselines for deep reinforcement learning☆32Updated 5 years ago
- 🧶 Minimal PyTorch Soft Actor Critic (SAC) implementation☆38Updated 3 years ago
- An unofficial implementation for online decision transformer☆40Updated 3 years ago
- Hierarchical Self-Play☆21Updated 7 years ago
- Adversarial Imitation Via Variational Inverse Reinforcement Learning☆96Updated 5 years ago
- A collection of multi-agent reinforcement learning OpenAI gym environments☆46Updated 5 years ago
- A Tensorflow implementation of the Option-Critic Architecture☆74Updated 8 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- Collection of reinforcement learning algorithms☆16Updated 2 months ago
- Code for "Calibrated Model-Based Deep Reinforcement Learning", ICML 2019.☆55Updated 6 years ago
- Implementation of the skill discovery algorithm described in ICLR submission "Option Discovery using Deep Skill Chaining"☆30Updated 6 years ago