greydanus / baby-a3c
A high-performance Atari A3C agent in 180 lines of PyTorch
☆171Updated 3 years ago
Alternatives and similar repositories for baby-a3c:
Users that are interested in baby-a3c are comparing it to the libraries listed below
- Building Agents with Imagination: pytorch step-by-step implementation☆207Updated 5 years ago
- Atari - Deep Reinforcement Learning algorithms in TensorFlow☆135Updated 10 months ago
- Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)☆120Updated 3 years ago
- Random Network Distillation pytorch☆243Updated 5 years ago
- ICML 2018 Self-Imitation Learning☆275Updated 4 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
- A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow☆181Updated 6 years ago
- Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regre…☆132Updated 5 years ago
- An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161☆180Updated 7 years ago
- This repo replicates the results Horgan et al obtained in "Distributed Prioritized Experience Replay"☆189Updated 5 years ago
- Implementation of Proximal Meta-Policy Search (ProMP) as well as related Meta-RL algorithm. Includes a useful experiment framework for Me…☆234Updated 2 years ago
- This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement le…☆215Updated 5 years ago
- C51-DDQN in Keras☆125Updated 7 years ago
- Actor-critic with experience replay☆252Updated 2 years ago
- implement of prioritized experience replay☆158Updated 6 years ago
- A PyTorch implementation of Rainbow DQN agent☆168Updated 6 years ago
- Implementation of the Option-Critic Architecture on the Atari (ALE) environment☆175Updated 7 years ago
- Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow☆102Updated 4 years ago
- Actor-critic trained w PPO on OpenAI's Procgen Benchmark (PyTorch). Built from scratch.☆103Updated 5 years ago
- Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action☆113Updated 6 years ago
- Trust Region Policy Optimization with TensorFlow and OpenAI Gym☆361Updated 4 years ago
- Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286☆181Updated 6 years ago
- A continuous action space version of A3C LSTM in pytorch plus A3G design☆258Updated 4 months ago
- NIPS 2017 Value Prediction Network☆165Updated 7 years ago
- Simple grid-world environment compatible with OpenAI-gym☆49Updated 4 years ago
- Implementation of algorithms for continuous control (DDPG and NAF).☆307Updated 4 years ago
- Awesome RL: Papers, Books, Codes, Benchmarks☆115Updated last year
- Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment☆103Updated 5 years ago
- A customizable framework to create maze and gridworld environments☆260Updated 5 years ago
- A reinforcement learning framework☆154Updated 6 years ago