dbobrenko / awesome-rlLinks
Awesome RL: Papers, Books, Codes, Benchmarks
☆116Updated last year
Alternatives and similar repositories for awesome-rl
Users that are interested in awesome-rl are comparing it to the libraries listed below
Sorting:
- Building Agents with Imagination: pytorch step-by-step implementation☆209Updated 6 years ago
- ICML 2018 Self-Imitation Learning☆278Updated 5 years ago
- Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regre…☆132Updated 6 years ago
- Machine Learning Course Project Skoltech 2018☆108Updated 6 years ago
- A Tensorflow implementation of the Option-Critic Architecture☆71Updated 8 years ago
- Hindsight Experience Replay - Bit flipping experiment in Tensorflow☆58Updated 6 years ago
- Deep Variational Reinforcement Learning☆136Updated 3 years ago
- Atari - Deep Reinforcement Learning algorithms in TensorFlow☆137Updated last year
- Accompanying code for "Deep Reinforcement Learning that Matters"☆152Updated 7 years ago
- Code for hierarchical imitation learning and reinforcement learning☆293Updated 7 years ago
- High-quality implementations of deep reinforcement learning algorithms for experiments☆51Updated 10 months ago
- Modifiable OpenAI Gym environments for studying generalization in RL☆87Updated 6 years ago
- Basic versions of agents from Spinning Up in Deep RL written in PyTorch☆203Updated 4 years ago
- A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release th…☆202Updated 5 years ago
- Tensorflow/Keras code and trained models for Episodic Curiosity Through Reachability☆204Updated 4 years ago
- Implementation of Proximal Meta-Policy Search (ProMP) as well as related Meta-RL algorithm. Includes a useful experiment framework for Me…☆238Updated 2 years ago
- A3C style Option-Critic with deliberation cost☆39Updated 7 years ago
- Deep Reinforcement Learning algorithms implemented in PyTorch☆49Updated 7 years ago
- Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"☆203Updated 6 years ago
- Implementation of the Option-Critic Architecture on the Atari (ALE) environment☆178Updated 7 years ago
- NIPS 2017 Value Prediction Network☆166Updated 7 years ago
- Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstractions and Intrinsic Motivation☆87Updated 7 years ago
- This repo replicates the results Horgan et al obtained in "Distributed Prioritized Experience Replay"☆190Updated 6 years ago
- Stochastic Neural Networks for Hierarchical Reinforcement Learning☆96Updated 7 years ago
- A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow☆181Updated 6 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆95Updated 6 years ago
- I am implementing a lot of reinforcement learning and imitation learning algorithms since I'm sick of reading about them but not really u…☆51Updated 5 years ago
- Code release for Learning with Opponent-Learning Awareness and variations.☆149Updated 2 years ago
- An implement of DQfD（Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Le…☆132Updated 7 years ago
- Clone of OpenAI's Spinning Up in PyTorch☆148Updated 3 years ago