Q-Learning-Algorithm-Implementation-in-MATLAB

Q learning agent

An implementation of the Q-Learning algorithm in MATLAB for training agents to navigate mazes

A simple and short implementation of the Q-Learning Reinforcement Algorithm in Matlab

GitHub

43 stars
7 watching
14 forks
Language: Matlab
last commit: over 11 years ago

Related projects:

RepositoryDescriptionStars
kunqian2025/reinforcement-learningA collection of implementations of reinforcement learning algorithms in MATLAB61
rishirdua/machine-learning-matlabMatlab implementation of machine learning algorithms59
tambetm/matlab2048An implementation of 2048 game using deep Q-learning in Matlab38
matlab-deep-learning/reinforcement_learning_financial_tradingThis project demonstrates a reinforcement learning approach to developing a financial trading model in MATLAB.156
catohaste/pomdpAn implementation of a reinforcement learning algorithm based on a partially observable Markov decision process for a simple decision task54
ucaiado/qlearning_tradingAn adaptive learning model to trade a single stock using reinforcement learning503
matlab-deep-learning/rl-agent-based-traffic-controlAn agent-based traffic management system using model-free reinforcement learning to optimize traffic signal control.48
ahq1993/perceivable-human-robot-interaction-using-neural-attention-q-networksAn implementation of a deep reinforcement learning algorithm to teach a robot to interact with humans in a socially acceptable manner.4
hubfire/muti-branch-ddpg-carlaAn implementation of a reinforcement learning algorithm using multi-branch architecture and Deep Deterministic Policy Gradients (DDPG) to control autonomous vehicles in simulation environments.81
ahq1993/multimodal-deep-q-network-for-social-human-robot-interactionA deep reinforcement learning system designed to enable robots to acquire social interaction skills through multimodal interactions with humans.14
minqi/learning-to-communicate-pytorchThis project implements a PyTorch-based framework for learning discrete communication protocols in multi-agent reinforcement learning environments.349
xuuyann/robotlearningcodeMATLAB code for implementing robot learning algorithms92
atsushisakai/matlabroboticsMATLAB implementations of algorithms and techniques for mobile robot navigation, including localization, mapping, path planning, and SLAM.617
carla-simulator/reinforcement-learningAn implementation of an actor-critic reinforcement learning algorithm in Python.245
google-deepmind/meltingpotAssesses generalization of multi-agent reinforcement learning algorithms to novel social situations637