Reinforcement Learning-master

ReinforcementLearning-master
............................\BasisFunctionApproximation
............................\..........................\basisFunctionQ.m
............................\..........................\basisFunctionQ3.m
............................\..........................\basisFunctionQ4.m
............................\..........................\basisFunctionQ425by25.m
............................\..........................\basisFunctionQ45by5.m
............................\..........................\basisFunctionQ5.m
............................\Figures
............................\.......\00101.png
............................\.......\00101SARSA.png
............................\.......\0105sarsa.png
............................\.......\0201SARSA.png
............................\.......\0501sarsa.png
............................\.......\2.2.png
............................\.......\2d-plot-state6.png
............................\.......\2d-plot.png
............................\.......\ARLR-2.png
............................\.......\ARLR-3.png
............................\.......\ARLR-4.png
............................\.......\ARLR.png
............................\.......\SARSA_q.png
............................\.......\argv.png
............................\.......\argvnq-closeup.png
............................\.......\argvnq.png
............................\.......\argvnq00109.png
............................\.......\argvnq01001.png
............................\.......\argvnq0101.png
............................\.......\argvnq0105.png
............................\.......\argvnq0110.png
............................\.......\argvnq0209.png
............................\.......\argvnq0510.png
............................\.......\argvnqeps0.png
............................\.......\argvnqeps05.png
............................\.......\argvnqeps1.png
............................\.......\convergence-010901.png
............................\.......\convergence-closeup.png
............................\.......\convergence.png
............................\.......\drop-off.png
............................\.......\drop-off2.png
............................\.......\dynamically-decreaseing-alpha.png
............................\.......\eps001.png
............................\.......\eps001sarsa.png
............................\.......\eps05sarsa.png
............................\.......\eps09.png
............................\.......\eta001.png
............................\.......\eta09.png
............................\.......\example.png
............................\.......\gamma05.png
............................\.......\greedifying-09901-Q.png
............................\.......\greedifying-09901.png
............................\.......\grid-representation.png
............................\.......\long-run-q.png
............................\.......\maze-3d-SARSA.png
............................\.......\maze-SARSA-mod2.png
............................\.......\maze-SARSA.png
............................\.......\maze-actions-SARSA.png
............................\.......\maze-actions.png
............................\.......\maze.png
............................\.......\meanrewardperstate.png
............................\.......\perfectlearning.png
............................\.......\perfectplot.png
............................\.......\qvssarsa.png
............................\.......\reward-course-SARSA.png
............................\.......\rgv.png
............................\.......\rwrd008096.png
............................\.......\rwrd01088.png
............................\.......\rwrd01096.png
............................\.......\steps-to-goal-sarsa.png
............................\.......\steps-to-goal.jpg
............................\.......\steps.png
............................\.......\stepsToGoal-allcases.png
............................\.......\stepsToGoal.png
............................\.......\time-course-reward-full.png
............................\.......\time-course-reward.png
........................

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