CORDIS Project
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This project develops new decision-making algorithms to optimize complex tasks, such as traffic light control and warehouse operations. It focuses on overcoming scalability challenges in sequential decision-making through innovative machine learning techniques.
Decision-theoretic sequential decision making (SDM) is concerned with endowing an intelligent agent with the capability to choose actions that optimize task performance.
SDM techniques have the potential to revolutionize many aspects of society and recent successes, e.g., agents that play Atari games and beat a world champion in the game of Go, have sparked renewed interest in this field.However, despite these successes, fundamental problems of scalability prevents these methods from addressing…
TECHNISCHE UNIVERSITEIT DELFT
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United Kingdom, Liverpool
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
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