Q-Learning-Algorithm-Implementation

Directory: matlab
Plat: matlab
Size: 18KB
Downloads: 2
Upload time: 2018-04-16 20:14:49
Uploader: YH.HO
Description:   This Q-Learning code for MATLAB has been written by Ioannis Makris and Andrew Chalikiopoulos. It trains an agent to find the shortest way through a 25x25 maze. Following convergence of the algorithm, MATLAB will print out the shortest path to the goal and will also create three graphs to measure the performance of the agent.

File list:
Q-Learning-Algorithm-Implementation-in-MATLAB-master, 0 , 2015-05-09
Q-Learning-Algorithm-Implementation-in-MATLAB-master\LICENSE, 18047 , 2015-05-09
Q-Learning-Algorithm-Implementation-in-MATLAB-master\README.md, 3677 , 2015-05-09
Q-Learning-Algorithm-Implementation-in-MATLAB-master\RandomPermutation.m, 858 , 2015-05-09
Q-Learning-Algorithm-Implementation-in-MATLAB-master\ReinforcementLearningGreedy.m, 5801 , 2015-05-09
Q-Learning-Algorithm-Implementation-in-MATLAB-master\ReinforcementLearningUpdateR.m, 5921 , 2015-05-09
Q-Learning-Algorithm-Implementation-in-MATLAB-master\ReinforcementLearning_RandomPol.m, 4448 , 2015-05-09
Q-Learning-Algorithm-Implementation-in-MATLAB-master\RewardMatrix100.m, 166 , 2015-05-09
Q-Learning-Algorithm-Implementation-in-MATLAB-master\RewardMatrix25.m, 4046 , 2015-05-09
Q-Learning-Algorithm-Implementation-in-MATLAB-master\RewardMatrixNoPunishment.csv, 49411 , 2015-05-09
Q-Learning-Algorithm-Implementation-in-MATLAB-master\RewardMatrixPunishment.csv, 49284 , 2015-05-09

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