GridworldDRLExperienceReplayPOMDP.hpp File Reference

#include <vector>
#include <string>
#include <opengl/application/OpenGLEpisodicApplication.hpp>
#include <opengl/visualization/WindowCollectorChart.hpp>
#include <mlnn/BackpropagationNeuralNetwork.hpp>
#include <types/Gridworld.hpp>
#include <types/SpatialExperienceMemory.hpp>

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Classes
class	mic::application::GridworldDRLExperienceReplayPOMDP
	Class responsible for solving the gridworld problem with Q-learning, neural network used for approximation of the rewards and experience replay using for (batch) training of the neural network. In this case there is an assumption that the agent observes only part of the environment (POMPD). More...

Namespaces
	mic
	mic::application

Detailed Description

Copyright (C) tkornuta, IBM Corporation 2015-2019

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

 http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Author

tkornut

Date

May 5, 2016

Definition in file GridworldDRLExperienceReplayPOMDP.hpp.