kengz / openai_lab
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
☆326Updated 7 years ago
Alternatives and similar repositories for openai_lab:
Users that are interested in openai_lab are comparing it to the libraries listed below
- Efficient Batched Reinforcement Learning in TensorFlow☆966Updated 6 years ago
- Simple deep Q-learning agent.☆697Updated 6 years ago
- Implementations of Reinforcement Learning Models in Tensorflow☆483Updated 7 years ago
- Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)☆402Updated 8 years ago
- Implementation of Meta-RL A3C algorithm☆403Updated 8 years ago
- Implementations of deep RL papers and random experimentation☆176Updated 7 years ago
- Asynchronous Methods for Deep Reinforcement Learning☆590Updated 6 years ago
- Basic DQN implementation☆224Updated 7 years ago
- Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)☆1,108Updated 7 years ago
- TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper☆553Updated 6 years ago
- DEEp Reinforcement learning framework☆484Updated 11 months ago
- Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conferen…☆276Updated 5 years ago
- A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well☆92Updated 7 years ago
- Simplest Version of playing Atari with Deep Q Learning in Tensorflow☆158Updated 7 years ago
- Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"☆1,012Updated 7 years ago
- Implementation of TRPO and related algorithms☆627Updated 6 years ago
- Persistent advantage learning dueling double DQN for the Arcade Learning Environment☆263Updated 7 years ago
- Tensorflow implementation of deep Q networks in paper 'Playing Atari with Deep Reinforcement Learning'☆162Updated 8 years ago
- Reinforcement Learning with Goals☆171Updated 5 years ago
- Tensorflow implementation of "The Predictron: End-To-End Learning and Planning"☆290Updated 8 years ago
- Deep Reinforcement Learning library for humans☆299Updated 7 years ago
- Code for the paper "Meta-Learning Shared Hierarchies"☆611Updated last year
- A list of papers and resources dedicated to deep reinforcement learning☆836Updated 8 years ago
- Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.☆656Updated 5 years ago
- Collection of Deep Reinforcement Learning algorithms☆300Updated 6 years ago
- Code for the paper "Generative Adversarial Imitation Learning"☆707Updated 6 years ago
- A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning ag…☆659Updated 5 years ago
- TensorFlow implementation of Deep Reinforcement Learning papers☆1,587Updated 6 years ago
- Trust Region Policy Optimization with TensorFlow and OpenAI Gym☆362Updated 4 years ago
- "Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow☆192Updated 6 years ago