coreylynch / async-rl
Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
☆1,012Updated 7 years ago
Alternatives and similar repositories for async-rl:
Users that are interested in async-rl are comparing it to the libraries listed below
- A deep Q learning demonstration using Google Tensorflow☆1,169Updated 7 years ago
- Simple deep Q-learning agent.☆697Updated 6 years ago
- Theano-based implementation of Deep Q-learning☆1,084Updated 8 years ago
- TensorFlow implementation of Deep Reinforcement Learning papers☆1,589Updated 6 years ago
- TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper☆553Updated 6 years ago
- Efficient Batched Reinforcement Learning in TensorFlow☆966Updated 6 years ago
- A starter agent that can solve a number of universe environments.☆1,100Updated 7 years ago
- Asynchronous Methods for Deep Reinforcement Learning☆590Updated 6 years ago
- Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)☆402Updated 8 years ago
- "Neural Turing Machine" in Tensorflow☆1,045Updated 7 years ago
- Implementations of Reinforcement Learning Models in Tensorflow☆483Updated 7 years ago
- A list of papers and resources dedicated to deep reinforcement learning☆835Updated 8 years ago
- ☆1,087Updated last year
- A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)☆580Updated 5 years ago
- KEras Reinforcement Learning gYM agents☆290Updated 7 years ago
- Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning☆2,525Updated 5 years ago
- Q-learning for Keras☆389Updated 6 years ago
- A list of recent papers regarding deep reinforcement learning☆2,190Updated 8 years ago
- An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.☆326Updated 7 years ago
- Interactive, node-by-node debugging and visualization for TensorFlow☆1,355Updated 8 years ago
- Tensorflow implementation of "The Predictron: End-To-End Learning and Planning"☆290Updated 8 years ago
- DEEp Reinforcement learning framework☆484Updated 11 months ago
- The original code from the DeepMind article + my tweaks☆1,826Updated 7 years ago
- Multi-GPU reinforcement learning using Deep Q-Network in TensorFlow for OpenAI Gym☆182Updated 8 years ago
- rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.☆2,958Updated last year
- Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.☆657Updated 5 years ago
- Machine Learning on Sequential Data Using a Recurrent Weighted Average☆602Updated 5 years ago
- Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)☆1,108Updated 7 years ago
- Tensorflow tutorial of building different dynamic recurrent neural network☆499Updated 6 years ago
- Basic DQN implementation☆224Updated 7 years ago