karpathy / tf-agent
tensorflow reinforcement learning agents for OpenAI gym environments
☆113Updated 7 years ago
Alternatives and similar repositories for tf-agent:
Users that are interested in tf-agent are comparing it to the libraries listed below
- random search, hill climbing, policy gradient☆142Updated 6 years ago
- ☆88Updated 8 years ago
- Reinforcement learning environments for Torch7☆91Updated 8 years ago
- Adversarial networks in TensorFlow☆170Updated 8 years 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 9 years ago
- ☆24Updated 9 years ago
- Dataset for the spaceship task from "Metacontrol for Adaptive Imagination-Based Optimization"☆56Updated 8 years ago
- An implementation of Deep Reinforcement Learning / Deep Q-Networks for Atari games in TensorFlow☆74Updated 8 years ago
- Universal library for deep reinforcement learning.☆38Updated 9 years ago
- A curated list of awesome hyperparameters for deep learning☆78Updated 7 years ago
- Testbed for deep reinforcement learning☆160Updated 7 years ago
- A Python Interface for the Arcade Learning Environment (Shared Object)☆128Updated 4 years ago
- Benchmark testbed for assessing the performance of optimisation algorithms☆80Updated 10 years ago
- KEras Reinforcement Learning gYM agents☆290Updated 7 years ago
- Using tensorflow, this agent can autonomously train itself to play Out Run and potentially be modified to play other games or perform tas…☆69Updated 8 years ago
- ☆101Updated 8 years ago
- Torch implementation of "Deep Exploration via Bootstrapped DQN"☆42Updated 9 years ago
- Montréal Deep Learning Summer School 2016 material☆100Updated 8 years ago
- Benchmarks for several RNN variations with different deep-learning frameworks☆169Updated 5 years ago
- X is a temporary name, but here lies RL☆40Updated 7 years ago
- Implementation of a simple example of Q learning in Torch.☆50Updated 8 years ago
- A list of deep neural network architectures for reinforcement learning tasks.☆168Updated 8 years ago
- Persistent advantage learning dueling double DQN for the Arcade Learning Environment☆263Updated 7 years ago
- Framework and model code for the paper "Language Understanding for Text-based Games using Deep Reinforcement Learning", EMNLP 2015☆127Updated 9 years ago
- Code for the paper "Learning to Act by Predicting the Future", Alexey Dosovitskiy and Vladlen Koltun, ICLR 2017☆150Updated 7 months ago
- Implementations of "LSTM: A Search Space Odyssey" variants and their training results on the PTB dataset.☆95Updated 7 years ago
- An implementation of the RL-NTM from http://arxiv.org/abs/1505.00521☆156Updated 9 years ago
- A parallel version of Trust Region Policy Optimization☆65Updated 8 years ago
- A Tensorflow based implementation of "Asynchronous Methods for Deep Reinforcement Learning": https://arxiv.org/abs/1602.01783☆67Updated 8 years ago
- NPI(Neural Programmer-Interpreters) implementation with Keras☆243Updated 2 years ago