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rl
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160 search results found
Reinforcement Learning
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19,193
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Dopamine
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10,248
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Practical_rl
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5,572
A course in reinforcement learning in the wild
Rl Adventure
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2,450
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
Rl Stock
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2,419
📈 如何用深度强化学习自动炒股
Basic_reinforcement_learning
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978
An introductory series to Reinforcement Learning (RL) with comprehensive stepbystep tutorials.
Rl_games
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603
RL implementations
Rliable
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588
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
Rl Tutorial Jnrr19
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442
StableBaselines tutorial for Journées Nationales de la Recherche en Robotique 2019
Drq
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369
DrQ: Data regularized Q
Lagom
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365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Reinforcement_learning_tutorial_with_demo
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357
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
Meta Rl
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332
Implementation of MetaRL A3C algorithm
Rad
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273
RAD: Reinforcement Learning with Augmented Data
Multihopkg
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252
Multihop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
Deep_rl_with_pytorch
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174
A pytorch tutorial for DRL(Deep Reinforcement Learning)
Tensorflow 2 Reinforcement Learning Cookbook
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128
Tensorflow 2 Reinforcement Learning Cookbook, published by Packt
Rl Colab Notebooks
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121
Colab notebooks part of the documentation of Stable Baselines reinforcement learning library
Deep Reinforcement Learning With Python
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107
Deep Reinforcement Learning with Python, Second Edition, published by Packt
Visualize_atari
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99
Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)
Prob_mbrl
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96
A library of probabilistic model based RL algorithms in pytorch
Rl Quadcopter 2
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95
Teach a Quadcopter How to Fly!
Rl
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94
Deep Reinforcement Learning For Trading
Deep Reinforcement Learning With Python
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94
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Mastering Reinforcement Learning With Python
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94
Mastering Reinforcement Learning with Python, published by Packt
60_days_rl_challenge
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92
60_Days_RL_Challenge中文版
Chrome Dino Reinforcement Learning
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85
An RL implementation in Keras
Robust Multitask Rl
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84
Machine Learning Course Project Skoltech 2018
Rl Course Experiments
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73
Astool
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70
Augmented environments with RL
Hands On Ml
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69
HandsOn Machine Learning
Anomaly Reactionrl
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69
Using RL for anomaly detection in NSLKDD
Rlgc
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68
An opensource platform for applying Reinforcement Learning for Grid Control (RLGC)
Rlassistant
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66
RLA is a tool for managing your RL experiments automatically
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]
Rl Cc
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57
Webbased Reinforcement Learning Control Center
Autonomous Drifting
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56
Autonomous Drifting using Reinforcement Learning
Rl
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55
Reading Group on Reinforcement Learning topics
Alphatrade
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55
JAXLOB: A GPUAccelerated limit order book simulator to unlock large scale reinforcement learning for trading
Spinning Up A Pong Ai With Deep Rl
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53
Code for "Spinning Up a Pong AI With Deep RL" on FloydHub.
Rlss 2019
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51
Reinforcement Learning Summer School 2019: Bandits, RL & Deep RL (PyTorch).
Sklearn Deeprl
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51
Deep reinforcement learning. In scikitlearn. In less than 50 effective lines.
Crash_course_on_rl
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47
This is a selfcontained repository to explain two basic Reinforcement (RL) algorithms.
Revisiting_rainbow
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45
Revisiting Rainbow
Reinforcement_learning
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44
Material for MLT Reinforcement Learning workshops and study sessions
Dsr Rl
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43
Reinforcement learning course at Data Science Retreat
Visualrelationships
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43
Data of ACL 2019 Paper "Expressing Visual Relationships via Language".
Deep_ope
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42
Pytorch Learn Reinforcement Learning
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42
A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a goto resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
Reinforcement Learning
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39
Personal experiments on Reinforcement Learning
Reinforcement Learning Kdd
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38
Practical Drl
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36
This is a practical resource that makes it easier to learn about and apply Practical Deep Reinforcement Learning (DRL) https://ibrahimsobh.github.io/PracticalDRL/
Dynamics Aware Embeddings
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34
Official implementation of DynE, Dynamicsaware Embeddings for RL
Docker Rl Gym
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34
A Docker environment for RL & OpenAI Gym
Dlrl Playground
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32
The code repo contains multiple code reproduction processes of various SOTA deep learning algorithms
Rl_labs_notebooks
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30
Labs for understanding and coding Standard Reinforcement Learning concepts
Rl
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28
Cascading Decision Tree
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27
Opensource code for paper CDT: Cascading Decision Trees for Explainable Reinforcement Learning
Fast Reinforcement Learning
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26
Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme
Tensorpoker
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25
Deep RL based poker bot
Dltemplate
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24
Boilerplate for Deep Learning Projects
Practical_rl
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24
My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow
Slateq
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23
A comparison of Google SlateQ algorithm with traditional Reinforcement Learning algorithms
Challenge Aido_rl Il
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23
Reinforcement Learning + Imitation Learning based approach to AI Driving Olympics
Kuka_rl
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20
Reinforcement Learning Experiments using PyBullet
Tradingzoo Dynamic Fee Simulation
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20
Simulate binance fee mechanism by RL agents
Paiss_deeprl
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20
Rlss2017
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19
Reinforcement Learning Workshop
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17
Necessary files and notebooks to host a RL workshop on AWS
Learning Reinforcement Learning
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16
Rl_representations
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16
Learning representations for RL in Healthcare under a POMDP assumption
Deeplearning_notes
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15
notebooks for intensive lecture
Gym_longicontrol
⭐
15
A new Reinforcement Learning Environment
Mbrl Hvac
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15
Modelbased Reinforcement Learning for Building HVAC Control
Cartpole
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15
Run OpenAI Gym on a Server
Rl And Irl
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14
C implementation of RL and IRL algorithms
Exploration In Rl
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14
Elastica Rl Control
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14
Code for the cases presented in the paper "Elastica: A compliant mechanics environment for soft robotic control"
Quick Data Science Experiments 2017
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14
QuickDataScienceExperiments
Hacking Rl
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14
Contents of the talk Hacking RL presented at EuroPython 2018
Rl Dbs
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13
Reinforcement learning for deep brain stimulation (DBS) modeling
Sample Efficient Bayesian Rl
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13
Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL
Aprendizajeporrefuerzos
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13
Gradientailab
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12
Experiments with Deep Reinforcement Learning
Rudder A Practical Tutorial
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12
A practical stepbystep guide to applying RUDDER
Deep Rl For Portfolio Optimization
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12
Deep Reinforcement Learning for Portfolio Optimization
Rl Sketchpad
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12
Collection of Deep Reinforcement Learning Jupyter Notebooks. Each notebook is selfcontained and presents single algorithm. These include DP, MC, TD, SARSA, QLearning and DQNs.
Cartpole Solved
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11
Deep Qnetworks made easy
Rl Robotarm
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11
Using Reinforcement Learning, control robot movement
Robond
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11
Udacity Robotics Software Engineer Nanodegree Projects
Flock_env
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11
Boid flock multiagent RL training environment
Intro To Rl
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11
coding examples to Intro to RL
Sky130_ldo_rl
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11
This repo contains the code that runs RL+GNN to optimize LDOs in SKY130 process.
Rl Practice Keras
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11
Rl_at_ammi
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10
Reinforcement Learning Tutorials for the African Masters of Machine Intelligence
Rl_edu1
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10
Tinyverse
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10
Universe RL trainer platform. Simple. Supple. Scalable.
Note On Deep Reinforcement Learning
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10
课程笔记，David Silver，CS294 ...
Hands On Reinforcement Learning With Tensorflow
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10
Handson Reinforcement Learning with TensorFlow by Packt Publishing
Kuka_robotics_arms
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10
Application of Deep Reinforcement Learning on Robotics Arm control task
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