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Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning.

, , , , , , , and . AAAI, page 15696-15702. AAAI Press, (2023)

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Between MDPs and Semi-MDPs: A Framework for Temporal Abstraction in Reinforcement Learning., , and . Artif. Intell., 112 (1-2): 181-211 (1999)Policy Iteration Based on Stochastic Factorization., , and . J. Artif. Intell. Res., (2014)Towards Continual Reinforcement Learning: A Review and Perspectives., , , and . J. Artif. Intell. Res., (2022)Approximate Value Iteration with Temporally Extended Actions., , and . J. Artif. Intell. Res., (2015)Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning., , , and . CoRR, (2019)Option-critic in cooperative multi-agent systems., , , , , , and . CoRR, (2019)Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction., , , , and . CoRR, (2019)Avoidance Learning Using Observational Reinforcement Learning., , , , , , and . CoRR, (2019)A semi-Markov chain approach to modeling respiratory patterns prior to extubation in preterm infants., , , , , , and . EMBC, page 2022-2026. IEEE, (2017)Correlation of clinical parameters with cardiorespiratory behavior in successfully extubated extremely preterm infants., , , , , , and . EMBC, page 4431-4434. IEEE, (2015)