steveKapturowski / tensorflow-rl
Implementations of deep RL papers and random experimentation
☆177Updated 6 years ago
Related projects: ⓘ
- "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 7 years ago
- A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well☆91Updated 7 years ago
- implement of prioritized experience replay☆156Updated 6 years ago
- ☆117Updated this week
- TensorFlow implementation of the DDPG algorithm from the paper Continuous Control with Deep Reinforcement Learning (ICLR 2016)☆209Updated 6 years ago
- ☆161Updated 7 years ago
- Noisy Networks for Exploration☆184Updated 6 years ago
- ☆99Updated 8 years ago
- Deep Attention Recurrent Q-Network☆114Updated 8 years ago
- RUDDER for ATARI games with delayed rewards in OpenAI Baselines package☆265Updated 4 years ago
- Basic DQN implementation☆219Updated 6 years ago
- Persistent advantage learning dueling double DQN for the Arcade Learning Environment☆263Updated 6 years ago
- Tensorflow implementation of deep Q networks in paper 'Playing Atari with Deep Reinforcement Learning'☆162Updated 7 years ago
- An implementation of Deep Q-Network using Caffe☆67Updated 8 years ago
- An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161☆179Updated 6 years ago
- ☆117Updated 4 years ago
- Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.☆150Updated last year
- Value Iteration Networks☆287Updated 7 years ago
- Open source implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning☆206Updated 7 years ago
- A parallel version of Trust Region Policy Optimization☆65Updated 7 years ago
- A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)☆56Updated 7 years ago
- Simplest Version of playing Atari with Deep Q Learning in Tensorflow☆160Updated 6 years ago
- Accompanying code for "Deep Reinforcement Learning that Matters"☆153Updated 6 years ago
- Multiagent Cooperation and Competition with Deep Reinforcement Learning☆123Updated 8 years ago
- An implementation of Deep Reinforcement Learning / Deep Q-Networks for Atari games in TensorFlow☆74Updated 7 years ago
- Actor-critic with experience replay☆251Updated last year
- NIPS 2017 Value Prediction Network☆165Updated 6 years ago
- This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement le…☆213Updated 5 years ago
- ☆98Updated 8 years ago