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hrnoh/Cartpole-DQN
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Simulation for cart-pole balancing problem * Usage : Run main.m * Stable Training Episode number : about 8000~ * Check Neural Network Performance : - Changing obj.net.trainParam.showWindow = false -> true (32 lines) in QNetwork.m file. ------------------------------------------------- 1. main.m - A script for Cart-Pole balancing demo 2. HParams.m - Hyper parameters class 3. DQNLearner.m - A class that learn Deep Q Networks 4. Environment.m - Cart-pole environment class (created trainig data sets automatically) 5. QNetwork.m - Q Network class 6. ReplayMemory.m - A class that stores transitions 7. drawcartpend.m - plot cart-pole function
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The project for solving cart-pole balancing problem using DQN
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