Results 81 to 90 of about 45,379 (157)

Aircraft Flight Autonomous Decision-Making Method Based on Target Predicted Trajectory and Markov Decision Process

Actuators
In this paper, in order to enhance the autonomous operation capabilities of aircraft and ensure their operational safety and efficiency, we propose an autonomous decision-making framework based on target motion state prediction combined with the Markov ...
Yang Zhou, Xinmin Tang, Xuanming Ren
doaj   +1 more source

Research on constellation fault satellite replacement strategy based on Markov decision process

Hangkong gongcheng jinzhan
With the decrease of the importance of single satellite caused by the large-scale constellation，multiple replacement methods and the retention of faulty satellites should be considered when formulating the replacement strategy of faulty satellites.
LIN Ruoyu, FENG Yunwen, XUE Xiaofeng, ZHENG Xiaoyan, CUI Shuai   +4 more
doaj   +1 more source

Counterfactual Strategies for Markov Decision Processes

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence
Counterfactuals are widely used in AI to explain how minimal changes to a model’s input can lead to a different output. However, established methods for computing counterfactuals typically focus on one-step decision-making, and are not directly applicable to sequential decision-making tasks.
Kobialka, Paul, Gerlach, Carolina, Leofante, Francesco, Ábrahám, Erika, Lizeth, Silvia, Tarifa, Tapia, Johnsen, Einar Brocj   +6 more
openaire   +4 more sources

Federated Learning with Efficient Aggregation via Markov Decision Process in Edge Networks

Mathematics
Federated Learning (FL), as an emerging paradigm in distributed machine learning, has received extensive research attention. However, few works consider the impact of device mobility on the learning efficiency of FL.
Tongfei Liu, Hui Wang, Maode Ma
doaj   +1 more source

Comparative Effectiveness of Different Combinations of Treatment Interventions in Patients with Stroke at the Convalescence Stage Based on the Markov Decision Process. [PDF]

Evid Based Complement Alternat Med, 2020
Shen Y, Hu M, Chen Q, Zhang Y, Liang J, Lu T, Ma Q, Ma R.   +7 more
europepmc   +1 more source

Surveillance imaging for patients with head and neck cancer treated with definitive radiotherapy: A partially observed Markov decision process model. [PDF]

Cancer, 2020
Ng SP, Ajayi T, Schaefer AJ, Pollard C, Bahig H, Garden AS, Rosenthal DI, Gunn GB, Frank SJ, Phan J, Morrison WH, Johnson JM, Mohamed ASR, Sturgis EM, Fuller CD.   +14 more
europepmc   +1 more source

Economic evaluation of a digital symptom checker for endometriosis using a Markov decision process model. [PDF]

NPJ Digit Med
Xu Y, Prentice C, Torres-Rueda S, Meczner A, Multmeier J, Wickham A, Kelly L, Klepchukova A, Stsefanovich H, Zhaunova L.   +9 more
europepmc   +1 more source

Adaptive heartbeat regulation using double deep reinforcement learning in a Markov decision process framework. [PDF]

Sci Rep
Ayadi W, Alkhazraji E, Khaled H, Bouteraa Y, Abedini M, Mohammadzadeh A.   +5 more
europepmc   +1 more source

Faster algorithm and sharper analysis for constrained Markov decision process. [PDF]

Oper Res Let
Li T, Guan Z, Zou S, Xu T, Liang Y, Lan G.   +5 more
europepmc   +1 more source

Markov decision process design: A framework for integrating strategic and operational decisions. [PDF]

Oper Res Let
Brown S, Sinha S, Schaefer AJ.
europepmc   +1 more source