cgel / DRL
A collection of Deep Reinforcement Learning algorithms implemented in tensorflow. Very extensible. High performing DQN implementation.
☆29Updated 7 years ago
Alternatives and similar repositories for DRL:
Users that are interested in DRL are comparing it to the libraries listed below
- Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Thea…☆44Updated 7 years ago
- Combining deep learning and reinforcement learning.☆80Updated 3 years ago
- A working implementation of the Categorical DQN (Distributional RL).☆96Updated 6 years ago
- Exploration Strategies for Deep Reinforcement Learning☆39Updated 6 years ago
- Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.☆66Updated 7 years ago
- Advantage async actor-critic Algorithms (A3C) and Progressive Neural Network implemented by tensorflow.☆120Updated 8 years ago
- Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning☆80Updated 7 years ago
- Accompanying code for "Deep Reinforcement Learning that Matters"☆151Updated 7 years ago
- Distributed Tensorflow Implementation of Asynchronous Methods for Deep Reinforcement Learning☆29Updated 7 years ago
- Deep Attention Recurrent Q-Network☆115Updated 9 years ago
- An implementation of Deep Q-Network using Caffe☆70Updated 9 years ago
- Noisy Networks for Exploration☆186Updated 7 years ago
- A3C-LSTM algorithm tested on CartPole OpenAI Gym environment☆48Updated 6 years ago
- 3d cartpole gym env using bullet physics trained from pixels with tensorflow LRPG, DDPG & NAF☆58Updated 8 years ago
- Code base for solving Markov Decision Processes and Reinforcement Learning problems using Recurrent Convolutional Neural Networks.☆69Updated 7 years ago
- Keras implementation of DQN on ViZDoom environment☆53Updated 8 years ago
- A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow☆180Updated 6 years ago
- Deep Reinforcement Learning☆17Updated 7 years ago
- A parallel version of Trust Region Policy Optimization☆65Updated 8 years ago
- Distributed implementation of popular evolutionary methods☆64Updated 7 years ago
- Tensorflow implementation of A3C algorithm☆47Updated 7 years ago
- Train an RL agent to play multiple Atari games at once☆69Updated 8 years ago
- Implimentation of the Model Free Episodic Control paper by Deep Mind : http://arxiv.org/abs/1606.04460☆55Updated 8 years ago
- Duel_DDQN (Dueling Network Architectures + Double DQN) using Keras☆31Updated 8 years ago
- implement of prioritized experience replay☆160Updated 6 years ago
- ☆56Updated 2 years ago
- A platform of grid world that supports up to 1 million reinforcement-learning agents.☆69Updated 7 years ago
- Simple grid-world environment compatible with OpenAI-gym☆49Updated 5 years ago
- hierarchical deep reinforcement learning algorithms☆41Updated 7 years ago
- Gym - Doom environments based on VizDoom.☆103Updated 8 years ago