Model-based RL in ATARI games

This report describes the implementation of the world model reinforcement learning algorithm to gauge its performance against traditional reinforcement learning algorithms like deep Q-learning. The algorithm will be tested in different Atari Environments, some of which pose great difficultly due to...

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Bibliographic Details
Main Author: Akarapu, Bharadwaj
Other Authors: Zinovi Rabinovich
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/148080
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Institution: Nanyang Technological University
Language: English