reinforcement-learning-excercises

There are 15 repositories under reinforcement-learning-excercises topic.

• huggingface / deep-rl-class

  This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

  deep-reinforcement-learningreinforcement-learningreinforcement-learning-excercisesdeep-learning
  Language:MDX 3639

• MorvanZhou / train-robot-arm-from-scratch

  Build environment and train a robot arm from scratch (Reinforcement Learning)

  reinforcement-learningreinforcement-learning-excercisestensorflowpythonrobot-armtutorialmachine-learningddpg
  Language:Python 355

• iamhectorotero / rlai-exercises

  Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]

  reinforcement-learningreinforcement-learning-excercisespythonartificial-intelligencesuttonbarto
  Language:Jupyter Notebook 155

• zlpure / CS234

  My Solution to Assignments of CS234

  reinforcement-learningreinforcement-learning-excercisesdeep-reinforcement-learning
  Language:Python 95

• xkiwilabs / DQN-using-PyTorch-and-ML-Agents

  A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment

  dqnpytorchunityml-agentsreinforcement-learningreinforcement-learning-excercisesdeep-reinforcement-learningdeep-q-network
  Language:Python 89
• DRL_Snakey

  cstrikest / DRL_Snakey

  深度强化学习贪吃蛇游戏。拥有完整游戏环境与AI接口。（项目未完成）

  deep-reinforcement-learningsnakepygamereinforcement-learningreinforcement-learning-excercisesreinforcement-learning-playgroundreinforcement-learning-environments
  Language:Python 33

• mazzzystar / QLearningMouse

  Cat-and-Mouse game with Reinforcement Learning (Q-Learning).

  reinforcement-learningreinforcement-learning-algorithmsreinforcement-learning-excercisesqlearning-algorithm
  Language:Python 33

• alokwhitewolf / Reinforcement-Learning

  Implementation of various Reinforcement Learning Algorithms

  reinforcement-learningsuttonexplainationpythonmachine-learningmachine-learning-algorithmsreinforcement-learning-algorithmsreinforcement-agentsreinforcement-learning-excercisestheory
  Language:Jupyter Notebook 27

• mimoralea / gym-walk

  Random walk OpenAI Gym environment.

  reinforcement-learningenvironmentreinforcement-learning-excercises
  Language:Python 19

• vaibhawvipul / tildy-mdp

  Reinforcement Learning Fun Game

  fun-projectreinforcement-learningreinforcement-learning-excercisesreinforcement-learning-playground
  Language:Python 18

• akshaykhadse / reinforcement-learning

  Implementations of basic concepts dealt under the Reinforcement Learning umbrella. This project is collection of assignments in CS747: Foundations of Intelligent and Learning Agents (Autumn 2017) at IIT Bombay

  reinforcement-learningreinforcement-learning-excercisesreinforcement-learning-analysismulti-armed-banditsmultiarm-banditmarkovian-epidemic-processesmdpsucbucb1kl-divergenceepsilon-greedythompson-samplinglinear-programminghowards-pipolicy-iterationpolicy-evaluationbatch-switchingrandomised-algorithmsrandomized-policy-iteration
  Language:Python 17

• epignatelli / reinforcement-learning-an-introduction

  A python implementation of the concepts in the book "Reinforcement Learning: An Introduction" by R.S. Sutton and A. G. Barto.

  reinforcement-learningreinforcement-learning-excercisesreinforcement-learning-algorithmsreinforcement-learning-tutorialssutton-barto-bookdynamic-programmingpapers-with-code
  Language:Jupyter Notebook 16

• minseop4898 / RL-Course-by-David-Silver

  reinforcement-learningdavid-silverrldeep-learningreinforcement-learning-excercises
  Language:Jupyter Notebook 13

• Yagami360 / ReinforcementLearning_Exercises

  強化学習の練習コード集。

  reinforcement-learningreinforcement-learning-excercisesopenai-gympytorch
  Language:Python 13

• sun1638650145 / deep-rl-class-zh

  Hugging Face 深度强化学习课程(中文版)

  deep-reinforcement-learningreinforcement-learningreinforcement-learning-excerciseszh-cn
  Language:Jupyter Notebook 12

• greatwallet / mountain-car

  A simple baseline for mountain-car @ gym

  gym-environmentgymmountaincar-v0mountain-carreinforcement-learning-excercisesddpg-pytorchddpg
  Language:Python 11

• timbmg / easy21-rl

  Easy21 assignment from David Silver's RL Course at UCL

  reinforcement-learningreinforcement-learning-excercisesfunction-approximationrlmonte-carlosarsasarsa-lambda
  Language:Python 9

• cocolico14 / RL-Sutton-Barto-Exercises

  Sutton and Barto's RL Book Exercises in Jupiter Notebook (Python3)

  barto-suttonjupyter-notebookpython3reinforcement-learningreinforcement-learning-agentreinforcement-learning-algorithmsreinforcement-learning-excercisesrlsutton-book
  Language:Jupyter Notebook 7

• hyc6668378 / git-kuka_grasp_ddpg

  kuka_grasp_ddpg

  reinforcement-learning-excerciseskuka-grasp-ddpg
  Language:Python 7

• minseop4898 / RL_pytorch

  reinforcement-learningreinforcement-learning-algorithmsrlreinforcement-learning-excercisesopenai-gymcartpolependulumpytorch
  Language:Jupyter Notebook 7

• tgangwani / IE598_RL

  Reinforcement Learning assignments for IE598 (Fall'17)

  reinforcement-learning-excercisesrl
  Language:Python 6

• tims457 / RL_Agent_Notebooks

  Reinforcement learning notebooks

  reinforcement-learningreinforcement-learning-excercisesopenai-gymopenai-gym-environments
  Language:Jupyter Notebook 6

• vzhomeexperiments / R_tradecontrol

  project to control trades. statistics, sentiment analysis, reinforcement learning, etc

  ranalysis-algorithmsprofit-calculatorrisk-management-softwarereinforcement-learningreinforcement-learning-excercisesreinforcement-learning-examplesstatistical-trade-monitoringprofit-factor-mt4
  Language:HTML 5
• Curated-Reinforcement-Learning-Resources

  azminewasi / Curated-Reinforcement-Learning-Resources

  Reinforcement learning is a machine learning technique where agents learn to make optimal decisions by maximizing reward signals through interactions with environment. This repository provides a curated list of resources for learning reinforcement learning, including courses, & tutorials from various providers.

  deep-learningdeep-reinforcement-learningneural-networkreinforcementreinforcement-learningreinforcement-learning-agentreinforcement-learning-algorithmsreinforcement-learning-environmentsreinforcement-learning-excercisesreinforcement-learning-tutorials
  4

• droudy / Reinforcement-Learning-Excercises

  My solutions to the programming exercises in Reinforcement Learning: An Introduction (2nd Edition)

  reinforcement-learningreinforcement-learning-excercisesprogramming-exercisesmachine-learning
  Language:Jupyter Notebook 4

• faildeny / PPO_pytorch_implementation

  Proximal Policy Optimization method in Pytorch

  bipedalwalkeropenai-gymppoppo-pytorchreinforcement-learningreinforcement-learning-excercises
  Language:Python 4

• Ctiely / RL_example

  reinforcement learning examples

  reinforcement-learningdqndouble-dqnpolicy-gradientppobreakout-gameduel-dqntensorflowreinforcement-learning-excercisesvpg
  Language:Python 3

• dxganta / Gambler-s_Problem

  Solving the Gambler's Problem using Value Iteration from the book Reinforcement Learning (2nd Edition) by Richard S. Sutton and Andre G. Barto

  reinforcement-learningmachine-learninggambler-problemreinforcement-learning-excercises
  Language:Python 3

• malzantot / ReinforcementLearning_examples

  Reinforcement Learning Tutorials and Examples

  reinforcement-learningreinforcement-learning-algorithmsopenai-gymreinforcement-learning-excercisesdeep-reinforcement-learning
  Language:Python 3

• valdezf10 / UCD-Deep-Reinforcement-Learning-Journal-Club

  UC Davis Deep Reinforcement Learning Journal Club

  reinforcement-learningreinforcement-learning-algorithmsreinforcement-learning-excercisessutton-bookjournalucdavismatlabpython
  Language:MATLAB 3

• antonio-f / MonteCarlo-methods

  Monte Carlo methods for Reinforcement Learning (from Udacity's "Deep Reinforcement Learning Nanodegree Program").

  monte-carlo-methodsreinforcement-learningreinforcement-learning-excercisesblackjack-envgymopenai-gymstate-vamc-predicitonmc-controlaction-value-function
  Language:Jupyter Notebook 2

• D2DSS / Sim

  D2DSS - Discrete 2D Soccer Simulator

  soccersimulator2dreinforcement-learningreinforcement-learning-algorithmsreinforcement-learning-excercisesreinforcedlearningsearch-algorithmheuristicsheuristic-search-algorithmsmatlaboctave2d-simulation
  Language:MATLAB 2

• dxganta / gridworld

  Coding the GridWorld example from David Silver's Reinforcemnet Learning Course in Python

  reinforcement-learningreinforcement-learning-excercisesgridworldpython
  Language:Jupyter Notebook 2

• msampathkumar / machine-learning

  Content for Udacity's Machine Learning curriculum

  reinforcement-learning-excercisessmartcabboston-housing-price-predictionclusteringunsupervised-learning
  Language:Jupyter Notebook 2

• thisiscetin / ttt_qlearning

  TicTacToe game with Double Q-learning.

  tictactoe-gamereinforcement-learningreinforcement-learning-excercisesqlearning
  Language:C++ 2

• under-control / rl-ware

  Warehouse ordering system environment based on gym for reinforcement learning

  reinforcement-learning-environmentsreinforcement-learning-excercisesreinforcement-learning-playgroundpython
  Language:Python 2