sichkar-valentyn / Reinforcement_Learning_in_Python

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Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

reinforcement-learning q-learning path-planning rl-agents reinforcement-learning-algorithms sarsa maze-algorithms obstacle-avoidance maze-solver shortest-path rl-playground sarsa-learning sarsa-search rl-emulator rl-environment rl-algorithms rl-experiments rl-qlearning q-learning-vs-sarsa rl-sarsa

Updated Jul 19, 2019
Python

Pavankunchala / Reinforcement-Learning

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In this all Projects dealing with reinforcement learning wil be uploaded

ai deep-learning deep-reinforcement-learning openai-gym q-learning python3 dqn gym mountain-car ping-pong discretization deep-q-learning tile-coding sarsa-learning reinforcment-learning

Updated Nov 5, 2020
Python

Kvatsx / Artificial-Intelligence-Assignments

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A List of all the Artificial Intelligence Assignment

reinforcement-learning genetic-algorithm astar-algorithm q-learning constraint-satisfaction-problem ant-colony-optimization breadth-first-search alpha-beta-pruning depth-first-search memetic-algorithms minimax-algorithm n-puzzle ida-star-algorithm sarsa-learning

Updated May 8, 2019
Python

DavidMouse1118 / Reinforcement-Learning-Maze-World

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SARSA, Q-Learning, Expected SARSA, SARSA(λ) and Double Q-learning Implementation and Analysis

reinforcement-learning q-learning expected-sarsa sarsa-lambda sarsa-learning double-q-learning

Updated Aug 19, 2019
Python

linesd / tabular-methods

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Tabular methods for reinforcement learning

algorithm reinforcement-learning q-learning reinforcement-learning-algorithms sarsa gridworld policy-evaluation policy-iteration value-iteration reinforcement-learning-agent tabular-q-learning gridworld-environment sarsa-learning q-learning-vs-sarsa cliffwalking gridworld-cliff tabular-environments sarsa-algorithm tabular-methods q-learning-algorithm

Updated Jul 3, 2020
Python

nikhilpodila / Reinforcement-Learning-Inverted-Pendulum

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This is the repository of the Final Semester Undergraduation Project on Reinforcement Learning (Inverted Pendulum problem) done by Nikhil Podila and Savinay Nagendra. The project was performed under the guidance of Professor Koshy George at the Center of Intelligent Systems in PES Institute of Technology, Bangalore, India

reinforcement-learning q-learning cartpole inverted-pendulum sarsa-learning cartpole-problem

Updated Jan 20, 2020
MATLAB

Suchetaaa / CS747-Assignments

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Foundations Of Intelligent Learning Agents (FILA) Assignments

reinforcement-learning monte-carlo linear-programming thompson-sampling ucb bootstrapping multi-armed-bandits bellman-equation temporal-differencing-learning howards-pi sarsa-learning kl-ucb windy-gridworld intelligent-learning-agents

Updated Nov 8, 2019
Python

prakHr / Reinforcement-Learning-Book

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[Book] :- Andrea Lonza - Reinforcement Learning Algorithms with Python_ Learn, understand, and develop smart algorithms for addressing AI challenges-Packt Publishing (2019)

tensorflow dagger dqn gym policy-gradient reinforcement-learning-algorithms reinforce ddpg policy-iteration value-iteration actor-critic baseline-cnns trpo pybox2d gym-environment roboschool sarsa-learning td3 multiarmed-bandits duckietown-environment

Updated Jul 3, 2020
Python

lephamtuyen / RL_lecture

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Lecture for AgileSoda

tutorial reinforcement-learning monte-carlo deep-reinforcement-learning q-learning dqn policy-gradient lecture actor-critic temporal-differencing-learning sarsa-learning natural-policy-gradient

Updated Jan 17, 2019
Jupyter Notebook

akashkmr27089 / Deep-Reinforcemnt-Learning-ALL-

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The Repository contains multiple Project on Reinforcement Learning.

udacity algorithm reinforcement-learning anaconda simulation monte-carlo q-learning simulations sarsa-learning cheetsheet q-learning-vs-sarsa openaigym udacity-deep-reinforcement-learning anaconda-installation

Updated Jun 24, 2020
Jupyter Notebook

lucadivit / Reinforcement_Learning_Maze_Solver

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This github contains a simple OpenAi Gym Maze Enviroment and (at now) a RL Algorithm to solve it.

machine-learning reinforcement-learning maze openai-gym q-learning policy epsilon-greedy boltzmann-exploration sarsa maze-generator maze-solver openai-gym-environment tabular-q-learning sarsa-learning rl-algorithm sarsa-algorithm epsilon-decay maze-enviroment

Updated Apr 24, 2020
Python

znreza / RL_Best_Presentation

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This presentation contains very precise yet detailed explanation of concepts of a very interesting topic -- Reinforcement Learning.

reinforcement-learning exploration reinforcement-learning-algorithms sarsa exploitation bandit-learning active-learning td-learning alphago model-based-rl bandit-algorithm passive-learning model-free sarsa-learning rl-vs-supervised-learning rl-vs-unsupervised-learning

Updated Dec 25, 2017

melodiCyb / autonomous-robots

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Graduate and personal robotics projects

q-learning agent-based-modeling kalman-filter obstacle-avoidance amcl el-farol sarsa-learning montecarlo-localization affordance-learning

Updated Jul 25, 2020
Jupyter Notebook

adborroto / reinforcement_learning

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AI Reinforcement Learning in Python

qlearning ai python3 gradient-descent bandit-algorithms sarsa-learning reinceforcement-learning

Updated Jun 6, 2020
Python

leihao1 / MachineLearningAlgorithms

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Implemented and visualized all kinds of machine learning algorithms by Python

python reinforcement-learning spark algorithms clustering genetic-algorithm machine-learning-algorithms collaborative-filtering recommender-system clustering-algorithm pcy apriori-algorithm frequent-itemsets big-data-analytics sarsa-learning knn-algorithm

Updated Nov 6, 2019
Python

Ralami1859 / Reinforcement-Learning-Algorithms

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qlearning reinforcement-learning-algorithms sarsa-learning

Updated Nov 12, 2019
Python

basselkassem / easy21

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This project is an implementation of the game EASY21

machine-learning reinforcement-learning monte-carlo policy-gradient dynamic-programming reinforce td-learning sarsa-learning

Updated May 10, 2020
Jupyter Notebook

YugAjmera / rl_mav_ros

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Autonomous Navigation of MAVs using Reinforcement Learning algorithms

reinforcement-learning q-learning mav expected-sarsa sarsa-learning autonomous-navigation

Updated Jul 19, 2020
Python

vin-nag / Blackjack-Reinforcement-Learning

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Developing an optimal playing strategy for the popular game Blackjack using various Reinforcement Learning algorithms.

reinforcement-learning machine-learning-algorithms reinforcement-learning-algorithms python-3 heuristics pygame-application monte-carlo-tree-search artificial-intelligence-algorithms qlearning-algorithm sarsa-learning

Updated Jul 17, 2018
Python

0cherry / Reinforcement_Learning

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reinforcement-learning ai monte-carlo ml q-learning temporal-differencing-learning sarsa-learning

Updated Oct 7, 2019
Python

lakshya16240 / Artificial-Intelligence-Assignments

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All the programming assignments done as a part of the AI course in IIIT Delhi

reinforcement-learning genetic-algorithm astar-algorithm q-learning constraint-satisfaction-problem ant-colony-optimization breadth-first-search alpha-beta-pruning depth-first-search memetic-algorithms minimax-algorithm n-puzzle ida-star-algorithm sarsa-learning

Updated Jul 17, 2020
Jupyter Notebook

JayLohokare / temporal-difference-implementation

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Implementation of various temporal difference algorithms for OpenAI Cliff walking (Gridworld Cliff)

qlearning sarsa-learning temporal-difference-algorithms gridworld-cliff

Updated Oct 29, 2018
Jupyter Notebook

SumanSudhir / Foundations-of-Intelligent-and-Learning-Agents-CS747-

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reinforcement-learning q-learning multi-armed-bandits sarsa-learning

Updated Dec 26, 2019
Jupyter Notebook

rabieifk / multi-step-Q-learning-and-SARSA

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Finding the optimum path on a map using the SARSA and Q-learning algorithms

machine-learning q-learning mapbuilder sarsa-learning

Updated Jun 9, 2019
Python

yaricom / bombman-RL-AI-J2ME

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The classic Bomber Man game with Reinforcement Learning based AI agent for J2ME platform. It was done long before RL become so hypo :)

reinforcement-learning q-learning sarsa-learning

Updated May 6, 2016
Java

lucadivit / Adversarial_RL_TicTacToe

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reinforcement-learning qlearning tic-tac-toe q-learning epsilon-greedy boltzmann-exploration reinforcement-learning-algorithms sarsa tictactoe rewards reward tictactoe-game adversarial-machine-learning sarsa-learning q-learning-vs-sarsa adversarial-reinforcement-learning

Updated Oct 9, 2019
Python

navreeetkaur / reinforcement-learning-algorithms

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Policy Evaluation and Policy Control for modified Blackjack: Assignment 1, COL870 (Reinforcement Learning) @ IIT Delhi

reinforcement-learning monte-carlo blackjack sarsa policy-evaluation policy-iteration value-iteration td-learning sarsa-learning model-free-rl model-free-control policy-control

Updated Oct 6, 2019
Jupyter Notebook

purvasingh96 / Deep-Reinforcement-Learning

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Various reinforcement learning algorithms implemented using Python. This repo also contains a DQN approach to solve credit-card anomaly detection use-case.

deep-reinforcement-learning openai-gym q-learning pac-man monte-carlo-simulation deep-q-network temporal-differencing-learning sarsa-learning

Updated Jun 21, 2020
Jupyter Notebook

J-N-ch / RL_MAZE_Sarsa

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Simple example of reinforcement learning using the "Sarsa" method with epsilon-greedy to solve the optimized path of a maze.

reinforcement-learning maze epsilon-greedy reinforcement-learning-algorithms maze-solver sarsa-learning

Updated Aug 7, 2020
Jupyter Notebook

nazaninsbr / Intellignet-Taxi

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A Taxi driver agent that learns using Q learning and Sarsa

qlearning openai-gym sarsa qlearning-algorithm openai-gym-environments sarsa-learning taxi-agent taxi-v2

Updated Feb 4, 2019
Python

sarsa-learning

Here are 32 public repositories matching this topic...

sichkar-valentyn / Reinforcement_Learning_in_Python

Pavankunchala / Reinforcement-Learning

Kvatsx / Artificial-Intelligence-Assignments

DavidMouse1118 / Reinforcement-Learning-Maze-World

linesd / tabular-methods

nikhilpodila / Reinforcement-Learning-Inverted-Pendulum

Suchetaaa / CS747-Assignments

prakHr / Reinforcement-Learning-Book

lephamtuyen / RL_lecture

akashkmr27089 / Deep-Reinforcemnt-Learning-ALL-

lucadivit / Reinforcement_Learning_Maze_Solver

znreza / RL_Best_Presentation

melodiCyb / autonomous-robots

adborroto / reinforcement_learning

leihao1 / MachineLearningAlgorithms

Ralami1859 / Reinforcement-Learning-Algorithms

basselkassem / easy21

YugAjmera / rl_mav_ros

vin-nag / Blackjack-Reinforcement-Learning

0cherry / Reinforcement_Learning

lakshya16240 / Artificial-Intelligence-Assignments

JayLohokare / temporal-difference-implementation

SumanSudhir / Foundations-of-Intelligent-and-Learning-Agents-CS747-

rabieifk / multi-step-Q-learning-and-SARSA

yaricom / bombman-RL-AI-J2ME

lucadivit / Adversarial_RL_TicTacToe

navreeetkaur / reinforcement-learning-algorithms

purvasingh96 / Deep-Reinforcement-Learning

J-N-ch / RL_MAZE_Sarsa

nazaninsbr / Intellignet-Taxi

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Oct	NOV	Dec
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2019	2020	2021

sarsa-learning

Here are 32 public repositories matching this topic...

sichkar-valentyn / Reinforcement_Learning_in_Python

Pavankunchala / Reinforcement-Learning

Kvatsx / Artificial-Intelligence-Assignments

DavidMouse1118 / Reinforcement-Learning-Maze-World

linesd / tabular-methods

nikhilpodila / Reinforcement-Learning-Inverted-Pendulum

Suchetaaa / CS747-Assignments

prakHr / Reinforcement-Learning-Book

lephamtuyen / RL_lecture

akashkmr27089 / Deep-Reinforcemnt-Learning-ALL-

lucadivit / Reinforcement_Learning_Maze_Solver

znreza / RL_Best_Presentation

melodiCyb / autonomous-robots

adborroto / reinforcement_learning

leihao1 / MachineLearningAlgorithms

Ralami1859 / Reinforcement-Learning-Algorithms

basselkassem / easy21

YugAjmera / rl_mav_ros

vin-nag / Blackjack-Reinforcement-Learning

0cherry / Reinforcement_Learning

lakshya16240 / Artificial-Intelligence-Assignments

JayLohokare / temporal-difference-implementation

SumanSudhir / Foundations-of-Intelligent-and-Learning-Agents-CS747-

rabieifk / multi-step-Q-learning-and-SARSA

yaricom / bombman-RL-AI-J2ME

lucadivit / Adversarial_RL_TicTacToe

navreeetkaur / reinforcement-learning-algorithms

purvasingh96 / Deep-Reinforcement-Learning

J-N-ch / RL_MAZE_Sarsa

nazaninsbr / Intellignet-Taxi

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