Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Theano + OpenAI Gym)[1-step Q-learning, n-step Q-learning, A3C]
☆44Feb 27, 2018Updated 8 years ago
Alternatives and similar repositories for async-rl
Users that are interested in async-rl are comparing it to the libraries listed below
Sorting:
- Asynchronous Advantage Actor Critic☆20Aug 15, 2016Updated 9 years ago
- Implementation for ACER in tensorflow and sonnet by deepmind☆11Aug 28, 2017Updated 8 years ago
- ☆10Jun 24, 2020Updated 5 years ago
- A3C-LSTM algorithm tested on CartPole OpenAI Gym environment☆48Jul 4, 2018Updated 7 years ago
- A3C tensorflow implementation☆11Jul 22, 2018Updated 7 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 …☆84Mar 4, 2016Updated 10 years ago
- Using Pilco algorithm to find a controller for few robotic problems☆43Jul 31, 2015Updated 10 years ago
- Electroplating simulation environment☆20Sep 26, 2024Updated last year
- PyOblige is Python wrapper for OBLIGE - random level generator for Doom☆11Jul 2, 2018Updated 7 years ago
- Python implementation of tabular asynchronous actor critic☆11May 3, 2016Updated 9 years ago
- Asynchronous Methods for Deep Reinforcement Learning☆591Aug 9, 2018Updated 7 years ago
- Minimal TensorFlow implementation of the Advantage Actor-Critic model for Atari games☆12Feb 15, 2018Updated 8 years ago
- Model-Free Episodic Control☆14Jan 12, 2017Updated 9 years ago
- Open AI Gym version of Berkeley AI Pacman with images as states☆13May 4, 2018Updated 7 years ago
- Bayesian Uncertainty Exploration in Deep Reinforcement Learning☆18Jul 12, 2017Updated 8 years ago
- Python based Deep CNN Q-Learner for FOREX☆26Oct 29, 2015Updated 10 years ago
- KEras Reinforcement Learning gYM agents☆291Jul 8, 2017Updated 8 years ago
- A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well☆93Jun 21, 2017Updated 8 years ago
- TensorFlow A2C to solve Acrobot, with synchronized parallel environments☆35Apr 21, 2018Updated 7 years ago
- Use Asynchronous advantage actor-critic algorithm (A3C) to play Flappy Bird using Keras☆39Aug 26, 2017Updated 8 years ago
- Accompanying repository for Let's make a DQN / A3C series.☆394Sep 4, 2018Updated 7 years ago
- Implementation of Multi-Agent Deep Deterministic Policy Gradients☆39Mar 28, 2018Updated 7 years ago
- Duel_DDQN (Dueling Network Architectures + Double DQN) using Keras☆31Jun 26, 2016Updated 9 years ago
- Deep Reinforcement Learning for Multi Agent Soccer☆16Dec 15, 2016Updated 9 years ago
- A3C style Option-Critic with deliberation cost☆40Jan 9, 2018Updated 8 years ago
- Reproduce the result of the paper "Deep Learning with Long Short-Term Memory Networks for Financial Market Prediction"☆19Aug 21, 2020Updated 5 years ago
- Gym - 32 levels of original Super Mario Bros☆292Dec 21, 2018Updated 7 years ago
- DQN implementation in Keras + TensorFlow + OpenAI Gym☆158Jan 23, 2018Updated 8 years ago
- Deep Reinforcement Learning with Fined Grained Action Repetition☆22Jan 8, 2018Updated 8 years ago
- Basic DQN implementation☆227Dec 28, 2017Updated 8 years ago
- Implementations of deep RL papers and random experimentation☆178Apr 7, 2018Updated 7 years ago
- Reinforcement learning with unsupervised auxiliary tasks☆423Feb 13, 2019Updated 7 years ago
- Multiagent Cooperation and Competition with Deep Reinforcement Learning☆123Nov 26, 2015Updated 10 years ago
- IJCAI 2019 - Regularized Opponent Model with Maximum Entropy Objective (ROMMEO)☆23Dec 8, 2022Updated 3 years ago
- Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"☆1,008Mar 18, 2018Updated 7 years ago
- Bayesian Backprop RNN implementation pytorch https://arxiv.org/abs/1704.02798☆25Jan 23, 2018Updated 8 years ago
- A neural network lib based on theano☆19Apr 4, 2015Updated 10 years ago
- DQN implementation in Keras + TensorFlow + OpenAI Gym☆47Sep 20, 2017Updated 8 years ago
- A python implemenation of tabular MuZero for educational purposes☆21Dec 11, 2019Updated 6 years ago