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Search results for algorithms reinforcement learning
algorithms
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reinforcement-learning
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114 search results found
Cs Video Courses
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62,887
List of Computer Science courses with video lectures.
Stable Baselines3
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7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Machinelearning
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4,030
My blogs and code for machine learning. http://cnblogs.com/pinard
Cleanrl
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3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Minimalrl
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2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Snake
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1,596
Artificial intelligence for the Snake game.
Deep Neuroevolution
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1,502
Deep Neuroevolution
Magent
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1,502
A Platform for Many-agent Reinforcement Learning
Beautifulalgorithms.jl
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1,281
Concise and beautiful algorithms written in Julia
Evolutionary Algorithm
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1,152
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
Awesome Ai Books
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1,086
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
Youtube Code Repository
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687
Repository for most of the code from my YouTube channel
Contextualbandits
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647
Python implementations of contextual bandits algorithms
Rlzoo
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561
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
Reinforcementlearning.jl
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538
A reinforcement learning package for Julia
David Silver Reinforcement Learning
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509
Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.
Aigames
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484
use AI to play some games.
Rl_algorithms
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470
Structural implementation of RL key algorithms
Gdrl
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422
Grokking Deep Reinforcement Learning
Huskarl
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417
Deep Reinforcement Learning Framework + Algorithms
Irl Imitation
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412
Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
Lagom
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365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Sharpneat
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357
SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.
Meta Rl
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332
Implementation of Meta-RL A3C algorithm
Rls
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330
Reinforcement Learning Algorithms Based on PyTorch
Openai_lab
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314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Allenact
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288
An open source framework for research in Embodied-AI from AI2.
Deep Rl
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270
Collection of Deep Reinforcement Learning algorithms
Ml Games
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238
Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.
Machine Learning Goodness
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235
The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.
Stable Baselines
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221
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
Pilco
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213
Bayesian Reinforcement Learning in Tensorflow
Machin
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206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Mjrl
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191
Reinforcement learning algorithms for MuJoCo tasks
Cherry
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187
A PyTorch Library for Reinforcement Learning Research
Mindpark
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166
Testbed for deep reinforcement learning
Deeprl_pytorch
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155
Deep Reinforcement Learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.
Tradzqai
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136
Trading environnement for RL agents, backtesting and training.
Pyxab
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135
PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms
Torch Ac
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134
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
Ai_plays_snake
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134
AI trained using Genetic Algorithm and Deep Learning to play the game of snake
Torchrl
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127
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Deep Reinforcement Learning In Large Discrete Action Spaces
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102
Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym
Mabalgs
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100
👤 Multi-Armed Bandit Algorithms Library (MAB) 👮
Evolutionary Reinforcement Neural Network Autonomous Car
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99
A self driving vehicle based on evolutionary algorithm and reinforcement learning
Random Network Distillation Pytorch
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99
Random Network Distillation pytorch
Ros2learn
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98
ROS 2 enabled Machine Learning algorithms
Curiosity Driven Exploration Pytorch
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98
Curiosity-driven Exploration by Self-supervised Prediction
Reinforcement Learning
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95
🤖 Implements of Reinforcement Learning algorithms.
Grokking Artificial Intelligence Algorithms
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91
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
Rl Examples
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88
Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow
Distributedrl
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84
A framework for easy prototyping of distributed reinforcement learning algorithms
Sutton Barto Rl Exercises
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83
📖Learning reinforcement learning by implementing the algorithms from reinforcement learning an introduction
Awesome Ai Algorithm
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78
人工智能算法方面的综合资料合集:包括求职面试、机器学习、深度学习、强化学习等方面的资料和代码
Bomberland
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72
Bomberland: a multi-agent AI competition based on Bomberman. This repository contains both starter / hello world kits + the engine source code
Artificial_intelligence
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65
My C++ deep learning framework & other machine learning algorithms
Pytorch Rl
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64
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Rnn Rl
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64
Experiments with reinforcement learning and recurrent neural networks
Tictactoe
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58
Tic Tac Toe Machine Learning
Learning
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57
Walkthrough notebooks for Deep Learning, Machine Learning, Reinforcement Learning, Spark, Statistics, Algorithms, Scala, Python
Quantum_computation
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56
Code for implementing and experimenting with quantum algorithms
Imitation_learning
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56
PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
Reinforcement Learning
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53
Implementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)
Onn
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52
Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)
Model Free Algorithms
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52
TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x
Fragile
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46
Framework for building algorithms based on FractalAI
Reinforcementlearningzoo.jl
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45
Torch Discounted Cumsum
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44
Fast Discounted Cumulative Sums in PyTorch
Reinforce
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40
Reinforcement learning in haskell
Awesome Decision Making Reinforcement Learning
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37
A selection of state-of-the-art research materials on decision making and motion planning.
Easyagents
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33
Reinforcement Learning for Practitioners.
Deep Rl Bootcamp Labs
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32
Solutions to the Deep RL Bootcamp labs
Zerofish
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32
An implementation of the AlphaZero algorithm for chess
Reinforcementlearning
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32
强化学习算法库,包含了目前主流的强化学习算法(Value based and Policy basd)的代码,代码都经过调试并可以运行
Pnc
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32
Planning and Control Algorithms for Robotics
Machine Learning
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31
The projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.
Drlkit
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29
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
Deep Rl Agents
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28
Flow Shop Scheduling Based On Reinforcement Learning Algorithm
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27
Operations Research Application Project - Flow Shop Scheduling Based On Reinforcement Learning Algorithm
Gym
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26
Seoul AI Gym is a toolkit for developing AI algorithms.
Dacbench
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25
A benchmark library for Dynamic Algorithm Configuration.
Rl Algorithms
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25
Reinforcement learning algorithms
Reinforcement_learning_with_tensorflow
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25
Minimal implementations of reinforcement learning algorithms by Tensorflow
Logrl
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25
Logarithmic Reinforcement Learning
Srlf
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24
Simple Reinforcement Learning Framework
Deepqlearning.jl
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22
Julia implementation of DeepMind's Deep Q Learning algorithm described in "Playing Atari with Deep Reinforcement Learning"
Reinforcement Learning Replications
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22
Reinforcement Learning Replications is a set of Pytorch implementations of reinforcement learning algorithms.
Ultimate Ttt Rl
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22
Reinforcement Learning based Ultimate Tic Tac Toe player
Taxi
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21
Hierarchical Online Planning and Reinforcement Learning on Taxi
Deepgame
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20
Multi-agent reinforcement learning programs based on Game theory
Director
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20
Deep Hierarchical Planning from Pixels
Reinforcement Learning Code
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20
A repository for codes of reinforcement learning algorithms with PyTorch
Relevancytuning
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19
Dice.com tutorial on using black box optimization algorithms to do relevancy tuning on your Solr Search Engine Configuration from Simon Hughes Dice.com
Chessjs
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19
This engine has defeated Stockfish Level-6 which has 2300+ ELO rating with 1sec as thinking time. It is an implementation of Chess Engine in JavaScript by using Min Max Tree with Alpha-Beta pruning (GOFAI (Good Old-Fashioned Artificial Intelligence)). The front-end of the website is basic HTML and CSS. ChessJS Version 2 : v2.chessjs.tech
Hierarchical Meta Reinforcement Learning
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19
This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.
Deep Reinforcement Learning Algorithm Collection
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17
Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.
Distributed Drl
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17
Distributed Deep Reinforcement Learning
Hindsight Experience Replay
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16
Implementation of HER algorithm in the bit-flipping environment.
Artificial Intelligence Assignments
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16
A List of all the Artificial Intelligence Assignment
Paper Survey
⭐
15
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