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66 search results found

Pysc2 ⭐ 7,820

StarCraft II Learning Environment

Pysc2 ⭐ 7,768

StarCraft II Learning Environment

Reinforcement Learning ⭐ 4,115

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Chess Alpha Zero ⭐ 1,666

Chess reinforcement learning by AlphaGo Zero methods.

Pysc2 Examples ⭐ 721

StarCraft II - pysc2 Deep Reinforcement Learning Examples

Replicating Deepmind ⭐ 646

Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind

A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

Awesome Deep Rl ⭐ 477

A curated list of awesome Deep Reinforcement Learning resources.

DrQ: Data regularized Q

Reinforcement learning with unsupervised auxiliary tasks

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

A Python interface for reinforcement learning environments

Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym

Learning To Communicate Pytorch ⭐ 187

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

Dmc2gym ⭐ 164

OpenAI Gym wrapper for the DeepMind Control Suite

Awesome Rl ⭐ 110

Awesome RL: Papers, Books, Codes, Benchmarks

Mzutils ⭐ 109

Startcraft_pysc2_minigames ⭐ 104

Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.

Deep_reinforcement_learning ⭐ 102

Resources, papers, tutorials

Advanced Deep Learning And Reinforcement Learning Deepmind ⭐ 87

🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉

Sc2aibot ⭐ 84

Implementing reinforcement-learning algorithms for pysc2 -environment

Connect4 Alpha Zero ⭐ 83

Connect4 reinforcement learning by AlphaGo Zero methods.

Cs234 Reinforcement Learning Winter 2019 ⭐ 73

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

Recurrent Environment Simulators ⭐ 73

Deepmind Recurrent Environment Simulators paper implementation in tensorflow

General purpose framework for deep reinforcement learning

A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)

Convert DeepMind Control Suite to OpenAI gym environments.

JAX implementations of core Deep RL algorithms

Mujocounity ⭐ 48

Reproducing MuJoCo benchmarks in a modern, commercial game /physics engine (Unity + PhysX).

Alpha Zero ⭐ 45

AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.

Ml In Tf ⭐ 45

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

Haiku Scalable Example ⭐ 42

Scalable distributed reinforcement learning agents on kubernetes

Deep Reinforcement Learning With Double Q Learning ⭐ 41

📖 Paper: Deep Reinforcement Learning with Double Q-learning 🕹️

The Tensorflow code and a DeepMind Lab wrapper for my article "Meta-Reinforcement Learning" on FloydHub.

Pytorch Rl Cpp ⭐ 31

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

Rl Implementation Impala ⭐ 28

A Test-Implementation of the IMPALA algorithm (by deepmind 2018)

Two Step Task ⭐ 28

Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforcement Learn".

A curated list of reinforcement learning environments and frameworks.

Deepqlearning.jl ⭐ 22

Julia implementation of DeepMind's Deep Q Learning algorithm described in "Playing Atari with Deep Reinforcement Learning"

Activeragdollassaultcourse ⭐ 22

Research into Assault Course for training Active Ragdolls (using MujocoUnity+ml_agents)

Human Level Control Through Deep Reinforcement Learning ⭐ 22

📖 Paper: Human-level control through deep reinforcement learning 🕹️

Activeragdollcontrollers ⭐ 20

Research into controllers for 2d and 3d Active Ragdolls (using MujocoUnity+ml_agents)

Meta Learning For Starcraft Ii Minigames ⭐ 20

We reproduced DeepMind's results and implement a meta-learning (MLSH) agent which can generalize across minigames.

A3c Crypto Trader ⭐ 20

Deep Reinforcement Learning A3C Crypto Trading Bot

Sc2atari ⭐ 18

Convert sc2 environment to gym-atari and play some mini-games

Reinforcement learning in 3D.

Reinforce Js ⭐ 17

[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.

Caffe_alphazero ⭐ 13

Implementation of Deepmind's AlphaZero algorithm with Caffe and C++

Muzero Cartpole ⭐ 10

Applying DeepMind's MuZero algorithm to the cart pole environment in gym

Meta Rl Twostep Task ⭐ 10

PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three papers. Check the ReadMe for more details!

A PyTorch implementation of DeepMind's MCTSnet

Model Free Episodic Control ⭐ 9

Model-Free-Episodic-Control implementation.

Deeplearning ⭐ 8

Deep Learning track / hackdays

Lasertag V0 ⭐ 8

Implementation of Deepmind's LaserTag-v0 game in A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning(2017)

This is a TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DDPG)

Multi Process Unreal ⭐ 7

Multi-processing implementation of "Reinforcement Learning with Unsupervised Auxiliary Tasks"(UNREAL) with tensorflow

Reinforcementlearning.today ⭐ 7

Made for a reading group at the Center for Safe AGI.

Nec_tensorflow ⭐ 6

Custom implementation of Deepmind's Neural Episodic Control.

Playing Hard Exploration Games By Watching Youtube ⭐ 6

[WIP] Playing Hard Exploration Games by Watching YouTube (Aytar et al., 2018)

RL Agent for Atari Game Pong

Reinforcement_learning_collections ⭐ 5

A collection of deep reinforcement learning algorithm implementations

Twelveshogi_alphazero ⭐ 5

A simplified version of Shogi with the AI is trained by alpha-zero-type training method

Asynchronous_1step ⭐ 5

TensorFlow implementation of the two 1-step methods from "Asynchronous Deep Reinforcement Learning Methods" by Mnih et. al., 2016 for OpenAIs Gym-environment.

This repository contains a python implementation of a Deep Q-Network (DQN) for Atari gameplay using tensorflow.

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