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Filtering by: Creator Swartzman, G. L. (Gordon L.) Committee Member Tadepalli, Prasad Subject Reinforcement learning

Reinforcement learning for job-shop scheduling

Creator:

Zhang, Wei, 1960-

Resource Type:

Dissertation

Full Text:

Learning for Job-Shop Scheduling Abstract approved: Thomas G. Dietterich This dissertation studies
Incorporating and Learning Behavior Constraints for Sequential Decision Making

Creator:

Pinto, Jervis

Abstract:

Writing a program that performs well in a complex environment is a challenging task. In such problems, a method of deterministic programming combined with reinforcement learning (RL) can be helpful. However, current systems either force developers to encode knowledge in very specific forms (e.g., state-action features), or assume advanced RL...

Resource Type:

Dissertation