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Full-Text Articles in Education
Win/Win/Win:Academia And Public Libraries Working Together To Help Students, Faculty, And Librarians Promote Stem Learning And Research, Jessica Jones
Win/Win/Win:Academia And Public Libraries Working Together To Help Students, Faculty, And Librarians Promote Stem Learning And Research, Jessica Jones
2020 STEM Librarians South Conference
No abstract provided.
Accelerating Reinforcement Learning With Prioritized Experience Replay For Maze Game, Chaoshun Hu, Mehesh Kuklani, Paul Panek
Accelerating Reinforcement Learning With Prioritized Experience Replay For Maze Game, Chaoshun Hu, Mehesh Kuklani, Paul Panek
SMU Data Science Review
In this paper we implemented two ways of improving the performance of reinforcement learning algorithms. We proposed a new equation to prioritize transition samples to improve model accuracy, and by deploying a generalized solver of randomly-generated two-dimensional mazes on a distributed computing platform, our dual-network model is available to others for further research and development. Reinforcement Learning is concerned with identifying the optimal sequence of actions for an agent to take in order to reach an objective to achieve the highest score in the future. Complex situations can lead to computational challenges in terms of both finding the best answer …