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 Apr 25, 2022
• Python

Train a tic-tac-toe agent using reinforcement learning.

reinforcement-learning tic-tac-toe q-learning rl-agents sarsa-learning

• Updated Oct 3, 2025
• Python

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

reinforcement learning for power grid optimal operations and maintenance

reinforcement-learning maintenance network-simulator renewable-energy powergrid sarsa-learning deepqlearning

• Updated Mar 13, 2023
• MATLAB

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

Path Planning with Reinforcement Learning algorithms in an unknown environment

reinforcement-learning q-learning path-planning temporal-differencing-learning sarsa-learning double-q-learning global-path-planning

• Updated Jan 29, 2026
• Python

A-List of all the Assignment done in Artificial Intelligence Course @IIIT-D

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 Dec 23, 2020
• Python

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

En este proyecto de GitHhub podrás encontrar parte del material que utilizo para impartir las clases del módulo introductorio de Reinforcement Learning (Aprendizaje por Refuerzo)

reinforcement-learning q-learning multi-armed-bandit sarsa-learning aprendizaje-por-refuerzo

• Updated Apr 22, 2022
• Jupyter Notebook

Autonomous Navigation of MAVs using Reinforcement Learning algorithms

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

• Updated Jul 19, 2020
• Python

Application of reinforcement learning to the management of traffic light intersection

python data-science qlearning dqn supervised-learning sumo sarsa-learning renforcement-learning stablebaselines3 sumo-rl

• Updated Feb 19, 2024
• Python

Solutions for course: "Applied Game Theory" taken at University of Novi Sad - Faculty of Technical Sciences

tic-tac-toe blackjack q-learning game-theory minimax-algorithm multi-armed-bandit softmax monte-carlo-methods bellman-ford-algorithm evolutionary-game-theory sarsa-learning temporal-difference-learning markov-decision-process softmax-policy cournot-competition instigation-game applied-game-theory

• Updated Jan 18, 2021
• Jupyter Notebook

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

Genetic Based Selection Forced Reinforcement Learning

genetic-algorithm q-learning artificial-intelligence rl ann natural-selection sarsa-learning genome-rearrangment multi-agent-reinforcement-learning

• Updated Jul 4, 2022
• Java

[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

Solving Markov Decision Process using Value Iteration and Policy Iteration, SARSA, Expected SARSA and Q-Learning

q-learning markov-decision-processes policy-iteration value-iteration expected-sarsa sarsa-learning dyna-q

• Updated Oct 20, 2021
• Jupyter Notebook

Demonstration of Q-Learning and SARSA algorithms utilizing Python and OpenAI GYM

python machine-learning reinforcement-learning q-learning sarsa-learning q-learning-vs-sarsa sarsa-algorithm q-learning-algorithm

• Updated Feb 15, 2021
• Python

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

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

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