floodsung / DQN-Atari-Tensorflow
Simplest Version of playing Atari with Deep Q Learning in Tensorflow
☆160Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for DQN-Atari-Tensorflow
- Tensorflow implementation of deep Q networks in paper 'Playing Atari with Deep Reinforcement Learning'☆163Updated 7 years ago
- A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well☆91Updated 7 years ago
- Implementations of deep RL papers and random experimentation☆177Updated 6 years ago
- TensorFlow implementation of the DDPG algorithm from the paper Continuous Control with Deep Reinforcement Learning (ICLR 2016)☆211Updated 6 years ago
- DQN implementation in Keras + TensorFlow + OpenAI Gym☆158Updated 6 years ago
- implement of prioritized experience replay☆156Updated 6 years ago
- A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow☆182Updated 5 years ago
- Collection of Deep Reinforcement Learning algorithms☆297Updated 5 years ago
- Multiagent Cooperation and Competition with Deep Reinforcement Learning☆123Updated 8 years ago
- "Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow☆193Updated 6 years ago
- Advantage async actor-critic Algorithms (A3C) and Progressive Neural Network implemented by tensorflow.☆121Updated 8 years ago
- Persistent advantage learning dueling double DQN for the Arcade Learning Environment☆264Updated 6 years ago
- Noisy Networks for Exploration☆185Updated 6 years ago
- Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.☆151Updated last year
- Accompanying repository for Let's make a DQN / A3C series.☆392Updated 6 years ago
- Basic DQN implementation☆220Updated 6 years ago
- An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161☆179Updated 7 years ago
- Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)☆400Updated 7 years ago
- Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient…☆74Updated 7 years ago
- Reinforcement learning with unsupervised auxiliary tasks☆416Updated 5 years ago
- Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286☆180Updated 6 years ago
- Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym envir…☆275Updated 6 years ago
- Deep RL Algorithms implemented for UC Berkeley's CS 294-112: Deep Reinforcement Learning☆140Updated 7 years ago
- Atari - Deep Reinforcement Learning algorithms in TensorFlow☆135Updated 7 months ago
- A PyTorch implementation of Rainbow DQN agent☆165Updated 6 years ago
- PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch☆114Updated 7 years ago
- Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras☆159Updated 4 years ago
- Trust Region Policy Optimization with TensorFlow and OpenAI Gym☆360Updated 4 years ago
- ☆78Updated 6 years ago