DQN-tensorflow
Game controller
An implementation of a deep reinforcement learning algorithm for human-level control in game environments using TensorFlow.
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
2k stars
146 watching
762 forks
Language: Python
last commit: over 5 years ago
Linked from 1 awesome list
jtoy/awesome-tensorflowRelated projects:
| Repository | Description | Stars |
|---|---|---|
 google-deepmind/trfl | Provides building blocks for Reinforcement Learning agents using TensorFlow | 3,134 |
 tensorflow/agents | A library for implementing and deploying reinforcement learning algorithms using TensorFlow. | 2,799 |
 higgsfield/rl-adventure | A tutorial on implementing and extending the Deep Q Network algorithm for reinforcement learning tasks | 3,034 |
 tensorforce/tensorforce | A modular and flexible framework for applied reinforcement learning using TensorFlow | 3,296 |
 nlintz/tensorflow-tutorials | A collection of tutorials teaching deep learning with TensorFlow using Jupyter Notebooks | 6,006 |
 tflearn/tflearn | A high-level API for deep learning that builds upon TensorFlow | 9,619 |
 p-christ/deep-reinforcement-learning-algorithms-with-pytorch | PyTorch implementations of popular deep reinforcement learning algorithms and environments. | 5,640 |
 sherjilozair/char-rnn-tensorflow | A tool for training and sampling character-level language models using multi-layer recurrent neural networks | 2,643 |
 tensortrade-org/tensortrade | A framework for building and deploying robust trading agents using reinforcement learning | 4,562 |
 thu-ml/tianshou | A high-performance reinforcement learning library with modular interfaces and user-friendly APIs for building deep learning agents. | 7,968 |
 pkmital/tensorflow_tutorials | A collection of examples and tutorials illustrating various applications and use cases of TensorFlow in Python | 5,642 |
 tensorlayer/tensorlayer | A deep learning and reinforcement learning library that provides an extensive collection of customizable neural layers to build advanced AI models quickly. | 7,334 |
 rlcode/reinforcement-learning | A collection of clean and minimal examples for various reinforcement learning algorithms | 3,373 |
 tensorpack/tensorpack | A high-performance neural network training interface for TensorFlow that focuses on speed and flexibility. | 6,303 |
 binroot/tensorflow-book | A comprehensive resource for learning machine learning using TensorFlow. | 4,453 |