Officium / RL-ExperimentsLinks
High-quality implementations of deep reinforcement learning algorithms for experiments
☆51Updated 11 months ago
Alternatives and similar repositories for RL-Experiments
Users that are interested in RL-Experiments are comparing it to the libraries listed below
Sorting:
- ICML 2018 Self-Imitation Learning☆277Updated 5 years ago
- This repo replicates the results Horgan et al obtained in "Distributed Prioritized Experience Replay"☆190Updated 6 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆96Updated 7 years ago
- Machine Learning Course Project Skoltech 2018☆108Updated 6 years ago
- Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regre…☆132Updated 6 years ago
- A collection of multi-agent reinforcement learning OpenAI gym environments☆45Updated 5 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆93Updated 5 years ago
- Awesome RL: Papers, Books, Codes, Benchmarks☆116Updated last year
- A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow☆182Updated 6 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
- NIPS 2017 Value Prediction Network☆166Updated 7 years ago
- Stochastic Neural Networks for Hierarchical Reinforcement Learning☆95Updated 7 years ago
- Basic versions of agents from Spinning Up in Deep RL written in PyTorch☆206Updated 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
- Highly Modular and Scalable Reinforcement Learning☆116Updated 5 years ago
- Accompanying code for "Deep Reinforcement Learning that Matters"☆152Updated 7 years ago
- Actor-critic with experience replay☆254Updated 2 years ago
- This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.☆67Updated 6 years ago
- A short and easy implementation of Quantile Regression DQN | Distributional Reinforcement Learning☆97Updated 4 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
- A Tensorflow implementation of the Option-Critic Architecture☆71Updated 8 years ago
- Modifiable OpenAI Gym environments for studying generalization in RL☆87Updated 6 years ago
- Implementation of Deepmind's Neural Episodic Control☆58Updated 7 years ago
- A high-performance Atari A3C agent in 180 lines of PyTorch☆171Updated 4 years ago
- Simple tools for statistical analyses in RL experiments☆67Updated 7 years ago
- Building Agents with Imagination: pytorch step-by-step implementation☆209Updated 6 years ago
- Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstractions and Intrinsic Motivation☆87Updated 7 years ago
- PyTorch implementation of Proximal Policy Optimization☆53Updated 7 years ago
- Deep Variational Reinforcement Learning☆136Updated 3 years ago
- ☆43Updated 8 years ago