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- W3105617915 abstract "We present two elegant solutions for modeling continuous-time dynamics, in a novel model-based reinforcement learning (RL) framework for semi-Markov decision processes (SMDPs), using neural ordinary differential equations (ODEs). Our models accurately characterize continuous-time dynamics and enable us to develop high-performing policies using a small amount of data. We also develop a model-based approach for optimizing time schedules to reduce interaction rates with the environment while maintaining the near-optimal performance, which is not possible for model-free methods. We experimentally demonstrate the efficacy of our methods across various continuous-time domains." @default.
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- W3105617915 date "2020-06-29" @default.
- W3105617915 modified "2023-09-24" @default.
- W3105617915 title "Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs" @default.
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