A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well
☆93Jun 21, 2017Updated 8 years ago
Alternatives and similar repositories for dqn-atari
Users that are interested in dqn-atari are comparing it to the libraries listed below
Sorting:
- Simplest Version of playing Atari with Deep Q Learning in Tensorflow☆158Oct 19, 2017Updated 8 years ago
- An implementation of Deep Reinforcement Learning / Deep Q-Networks for Atari games in TensorFlow☆74Feb 25, 2017Updated 9 years ago
- Simple deep Q-learning agent.☆702Mar 17, 2019Updated 7 years ago
- Asynchronous Methods for Deep Reinforcement Learning☆591Aug 9, 2018Updated 7 years ago
- Tensorflow implementation of 'Asynchronous Methods for Deep Reinforcement Learning'☆13Dec 23, 2016Updated 9 years ago
- Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning☆2,582Apr 18, 2019Updated 6 years ago
- yet another reinforcement learning package☆12May 24, 2022Updated 3 years ago
- Tensorflow implementation of deep Q networks in paper 'Playing Atari with Deep Reinforcement Learning'☆165Apr 18, 2017Updated 8 years ago
- Deep Reinforcement Learning based Autonomous Driving Agents☆10Jul 7, 2022Updated 3 years ago
- Basic DQN implementation☆227Dec 28, 2017Updated 8 years ago
- Theano-based implementation of Deep Q-learning☆1,093Apr 14, 2017Updated 8 years ago
- Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)☆408Feb 25, 2017Updated 9 years ago
- The original code from the DeepMind article + my tweaks☆1,830Jan 23, 2018Updated 8 years ago
- Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Rei…☆35Aug 23, 2018Updated 7 years ago
- DQN implementation in Keras + TensorFlow + OpenAI Gym☆158Jan 23, 2018Updated 8 years ago
- Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient…☆79Feb 14, 2017Updated 9 years ago
- Playing Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning☆44May 19, 2018Updated 7 years ago
- ☆99Aug 25, 2016Updated 9 years ago
- Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Thea…☆44Feb 27, 2018Updated 8 years ago
- ☆120Jul 9, 2020Updated 5 years ago
- Testing DQN training directly in the real world through small-scale cars models.☆11Aug 3, 2024Updated last year
- reimplementation of the ddpg algorithm using tensorflow☆38Oct 17, 2016Updated 9 years ago
- ☆10Aug 17, 2016Updated 9 years ago
- solutions to Artificial Intelligence for Robotics course on Udacity☆15Oct 1, 2013Updated 12 years ago
- Tensorflow implementation of DQN to control cart-pole from OpenAI gym environment☆14Sep 24, 2017Updated 8 years ago
- Implementations of deep RL papers and random experimentation☆178Apr 7, 2018Updated 7 years ago
- TensorFlow implementation of Deep RL (Reinforcement Learning) papers based on deep Q-learning (DQN)☆10Mar 1, 2018Updated 8 years ago
- Deep Q Network implements by Tensorflow☆25Mar 9, 2018Updated 8 years ago
- Reinforcement Learning framework for Temporal Goals☆11Mar 6, 2023Updated 3 years ago
- Atari - Deep Reinforcement Learning algorithms in TensorFlow☆140Mar 27, 2024Updated last year
- The primary purpose of CARLA is to support development, training, and validation of autonomous driving systems.☆20Aug 13, 2020Updated 5 years ago
- Experimentation on Carla Simulator for running DQN RL agents for Autonomous Driving☆14Mar 17, 2020Updated 6 years ago
- Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"☆1,008Mar 18, 2018Updated 8 years ago
- Collection of Deep Reinforcement Learning algorithms☆300Mar 19, 2019Updated 7 years ago
- Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.☆662Feb 25, 2020Updated 6 years ago
- RL Agent for Atari Game Pong☆11Aug 25, 2019Updated 6 years ago
- ☆13Apr 9, 2019Updated 6 years ago
- Learning Concise Models from Long Execution Traces☆13Aug 10, 2022Updated 3 years ago
- tensorflow Implementation of https://github.com/facebookresearch/MIXER☆11Mar 8, 2017Updated 9 years ago