yrlu / reinforcement_learning
Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.
☆151Updated last year
Related projects ⓘ
Alternatives and complementary repositories for reinforcement_learning
- A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow☆182Updated 5 years ago
- Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym envir…☆275Updated 6 years ago
- TensorFlow implementation of the DDPG algorithm from the paper Continuous Control with Deep Reinforcement Learning (ICLR 2016)☆211Updated 6 years ago
- Implementations of deep RL papers and random experimentation☆177Updated 6 years ago
- Implementation of DDPG (Modified from the work of Patrick Emami) - Tensorflow (no TFLearn dependency), Ornstein Uhlenbeck noise function,…☆65Updated 7 years ago
- Actor-critic with experience replay☆252Updated 2 years ago
- implement of prioritized experience replay☆156Updated 6 years ago
- Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286☆180Updated 6 years ago
- A PyTorch implementation of Rainbow DQN agent☆165Updated 6 years ago
- Implementation of algorithms for continuous control (DDPG and NAF).☆307Updated 3 years ago
- Code for hierarchical imitation learning and reinforcement learning☆286Updated 6 years ago
- An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161☆178Updated 7 years ago
- Accompanying code for "Deep Reinforcement Learning that Matters"☆153Updated 7 years ago
- An implement of DQfD(Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Le…☆131Updated 6 years ago
- This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement le…☆214Updated 5 years ago
- Advantage async actor-critic Algorithms (A3C) and Progressive Neural Network implemented by tensorflow.☆121Updated 8 years ago
- A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)☆56Updated 7 years ago
- some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Co…☆131Updated last year
- Constrained Policy Optimization☆307Updated 7 years ago
- PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch☆114Updated 7 years ago
- Tensorflow implementation of generative adversarial imitation learning☆200Updated 6 years ago
- Trust Region Policy Optimization with TensorFlow and OpenAI Gym☆360Updated 4 years ago
- "Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow☆193Updated 6 years ago
- Yet another prioritized experience replay buffer implementation.☆48Updated 2 years ago
- Multiagent Cooperation and Competition with Deep Reinforcement Learning☆123Updated 8 years ago
- Noisy Networks for Exploration☆185Updated 6 years ago
- Ape-X DQN & DDPG with pytorch & tensorboard☆102Updated 5 years ago
- Collection of Deep Reinforcement Learning algorithms☆297Updated 5 years ago
- ☆161Updated 7 years ago
- Cool Inverse Reinforcement Learning Papers☆122Updated 7 years ago