paulorauber / rl
Reinforcement learning in python
☆36Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for rl
- Duel_DDQN (Dueling Network Architectures + Double DQN) using Keras☆32Updated 8 years ago
- Code for the paper "Learning to Act by Predicting the Future", Alexey Dosovitskiy and Vladlen Koltun, ICLR 2017☆150Updated 2 months ago
- Using a paper from Google DeepMind I've developed a new version of the DQN using threads exploration instead of memory replay as explain …☆84Updated 8 years ago
- A parallel version of Trust Region Policy Optimization☆65Updated 7 years ago
- Combining deep learning and reinforcement learning.☆81Updated 3 years ago
- Keras implementation of DQN on ViZDoom environment☆53Updated 8 years ago
- ☆99Updated 8 years ago
- ☆98Updated 8 years ago
- Implementations of deep RL papers and random experimentation☆177Updated 6 years ago
- An implementation of Deep Reinforcement Learning / Deep Q-Networks for Atari games in TensorFlow☆74Updated 7 years ago
- RLPy Reinforcement Learning Framework☆251Updated 5 years ago
- ☆69Updated 6 years ago
- Open source implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning☆206Updated 7 years ago
- Direct Future Prediction (DFP ) in Keras☆109Updated 7 years ago
- ☆117Updated 4 years ago
- A working implementation of the Categorical DQN (Distributional RL).☆96Updated 6 years ago
- C51-DDQN in Keras☆125Updated 7 years ago
- Some Reinforcement Learning in Python☆117Updated 7 years ago
- Playing Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning☆43Updated 6 years ago
- some common TD Learning algorithms☆67Updated 4 years ago
- Tensorflow implementation of A3C algorithm☆48Updated 7 years ago
- Basic DQN implementation☆220Updated 6 years ago
- Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Thea…☆44Updated 6 years ago
- Actor Critic using Kronecker-Factored Trust Region☆19Updated 6 years ago
- Reinforcement Learning with Goals☆170Updated 5 years ago
- A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface☆33Updated 7 years ago
- TensorFlow implementation of the paper "Learning to learn by gradient descent by gradient descent ( https://arxiv.org/abs/1606.04474 )"☆85Updated 7 years ago
- A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well☆91Updated 7 years ago