cgel / DRLLinks
A collection of Deep Reinforcement Learning algorithms implemented in tensorflow. Very extensible. High performing DQN implementation.
☆29Updated 8 years ago
Alternatives and similar repositories for DRL
Users that are interested in DRL are comparing it to the libraries listed below
Sorting:
- Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras☆160Updated 5 years ago
- ☆56Updated 2 years ago
- C51-DDQN in Keras☆126Updated 7 years ago
- Keras implementation of DQN on ViZDoom environment☆54Updated 8 years ago
- Tensorflow implementation of A3C algorithm☆46Updated 8 years ago
- A PyTorch implementation of Rainbow DQN agent☆170Updated 7 years ago
- implement of prioritized experience replay☆159Updated 7 years ago
- Combining deep learning and reinforcement learning.☆81Updated 3 years ago
- Direct Future Prediction (DFP ) in Keras☆109Updated 7 years ago
- Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.☆66Updated 7 years ago
- Noisy Networks for Exploration☆186Updated 7 years ago
- TensorFlow implementation of the DDPG algorithm from the paper Continuous Control with Deep Reinforcement Learning (ICLR 2016)☆215Updated 7 years ago
- Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Thea…☆44Updated 7 years ago
- Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.☆151Updated 2 years ago
- Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning☆80Updated 7 years ago
- ☆118Updated 5 years ago
- Web-based Reinforcement Learning Control Center☆65Updated 9 years ago
- A reinforcement learning framework☆156Updated 6 years ago
- A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well☆91Updated 8 years ago
- An implementation of Deep Q-Network using Caffe☆71Updated 9 years ago
- "Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow☆192Updated 7 years ago
- Advantage async actor-critic Algorithms (A3C) and Progressive Neural Network implemented by tensorflow.☆120Updated 8 years ago
- Basic DQN implementation☆227Updated 7 years ago
- Code base for solving Markov Decision Processes and Reinforcement Learning problems using Recurrent Convolutional Neural Networks.☆69Updated 7 years ago
- A3C-LSTM algorithm tested on CartPole OpenAI Gym environment☆49Updated 7 years ago
- Duel_DDQN (Dueling Network Architectures + Double DQN) using Keras☆31Updated 9 years ago
- OpenAI Retro Contest☆66Updated 2 years ago
- Helpful files for Visual Doom AI Competition 2017☆44Updated 7 years ago
- Reinforcement Learning with Goals☆170Updated 5 years ago
- Codes of our team for the OpenAI Retro Contest of reinforcement learning☆99Updated 7 years ago