Anjum48 / rl-examplesLinks
Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow
☆103Updated 5 years ago
Alternatives and similar repositories for rl-examples
Users that are interested in rl-examples are comparing it to the libraries listed below
Sorting:
- C51-DDQN in Keras☆126Updated 8 years ago
- A high-performance Atari A3C agent in 180 lines of PyTorch☆173Updated 4 years ago
- PyTorch implementation of Proximal Policy Optimization☆53Updated 8 years ago
- This repo replicates the results Horgan et al obtained in "Distributed Prioritized Experience Replay"☆190Updated 6 years ago
- Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinf…☆177Updated 4 years ago
- This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement le…☆218Updated 6 years ago
- implement of prioritized experience replay☆159Updated 7 years ago
- Building Agents with Imagination: pytorch step-by-step implementation☆209Updated 6 years ago
- An implement of DQfD(Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Le…☆132Updated 8 years ago
- Trust Region Policy Optimization with TensorFlow and OpenAI Gym☆360Updated 5 years ago
- Tensorflow implementation of a Deep Distributed Distributional Deterministic Policy Gradients (D4PG) network, trained on OpenAI Gym envir…☆127Updated 6 years ago
- A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow☆182Updated 6 years ago
- Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.☆152Updated 2 years ago
- Highly Modular and Scalable Reinforcement Learning☆118Updated 6 years ago
- Cool Inverse Reinforcement Learning Papers☆124Updated 9 years ago
- ICML 2018 Self-Imitation Learning☆278Updated 5 years ago
- A continuous action space version of A3C LSTM in pytorch plus A3G design☆260Updated last year
- Machine Learning Course Project Skoltech 2018☆108Updated 6 years ago
- A PyTorch implementation of Rainbow DQN agent☆170Updated 7 years ago
- Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286☆184Updated 7 years ago
- Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action☆115Updated 7 years ago
- Implementation of DDPG (Modified from the work of Patrick Emami) - Tensorflow (no TFLearn dependency), Ornstein Uhlenbeck noise function,…☆64Updated 8 years ago
- Atari - Deep Reinforcement Learning algorithms in TensorFlow☆139Updated last year
- TensorFlow implementation of Deep Reinforcement Learning papers☆28Updated 9 years ago
- Hindsight Experience Replay - Bit flipping experiment in Tensorflow☆58Updated 7 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
- This package allows to use PLE as a gym environment.☆72Updated 5 years ago
- Reinforcement Learning in Keras on VizDoom☆142Updated 8 years ago
- A reinforcement learning framework☆157Updated 7 years ago
- Simple grid-world environment compatible with OpenAI-gym☆50Updated 5 years ago