Results 151 to 160 of about 57,303 (303)

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, Lina, Leofante, Francesco, Abraham, Erika, Silvia Lizeth, Tapia Tarifa, Broch Johnsen, Einar   +5 more
openaire   +3 more sources

Contralateral exploration and repair of occult inguinal hernias during laparoscopic inguinal hernia repair: systematic review and Markov decision process. [PDF]

BJS Open, 2021
Dhanani NH, Olavarria OA, Wootton S, Petsalis M, Lyons NB, Ko TC, Kao LS, Liang MK.   +7 more
europepmc   +1 more source

Data Analytics of an Information System Based on a Markov Decision Process and a Partially Observable Markov Decision Process

, 2023
Data analytics of an information system is conducted based on a Markov decision process (MDP) and a partially observable Markov decision process (POMDP) in this paper.
Falls, Terril C., Mosher, Reed L., Wang, Lidong, Duett, Patti   +3 more
core  

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

Quantum Phenomena in Molecular and Biological Systems: A Decoherence‐Based Decision Framework With Falsifiable Predictions and a Failure‐Mode Taxonomy

Advanced Physics Research, EarlyView.
A physics‐grounded framework based on decoherence timescales (τ_dec vs τ_func), Markovian validity, and falsifiability criteria is applied across molecular systems to distinguish where quantum effects are necessary, marginal, or irrelevant. The analysis integrates quantum chemistry, biological quantum mechanisms, and quantum computing under a unified ...
Sarfaraz K. Niazi
wiley   +1 more source

Decision Support System for Managing and Determining International Class Program

, 2009
Indonesian higher education today is faced with serious challenges that will threaten the existence of some universities. An increasing international competition will require that universities take a progressive approach to attract enough students to ...
Jati, Handaru
core  

An ontological morphological phylogenetic framework for living and extinct ray‐finned fishes (Actinopterygii)

The Anatomical Record, EarlyView.
Abstract The ray‐finned fishes include one out of every two species of living vertebrates on Earth and have an abundant fossil record stretching 380 million years into the past. The division of systematic knowledge of ray‐finned fishes between paleontologists working on extinct animals and neontologists studying extant species has obscured the ...
Jack Stack
wiley   +1 more source

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

Sequential action and beliefs under partially observable DSGE environments

, 2011
This paper introduces a classification of DSGEs from a Markovian perspective, and positions the class of POMDP (Partially Observable Markov Decision Process) to the center of a generalization of linear rational expectations models.
Kim, Seong-Hoon
core   +1 more source

A Rare RIPK3 Variant Enhances Necroptosis and Promotes Inflammation in a Still Disease–Like Autoinflammatory Syndrome

Arthritis &Rheumatology, EarlyView.
Objective Still disease represents a prototypical polygenic systemic autoinflammatory disease, characterized by recurrent systemic inflammation and dysregulation of innate immunity. Despite extensive clinical characterization, familial clustering Still disease remains unreported.
Longfang Chen, Qihua Dai, Yu Xiao, Jialin Dai, Mengyan Wang, Yuning Ma, Yujie Shen, Zhimo Xu, Jianfen Meng, Xia Chen, Da Yi, Yue Sun, Hui Shi, Honglei Liu, Xiaobing Cheng, Yutong Su, Junna Ye, Huihui Chi, Zhuochao Zhou, Tingting Liu, Jialin Teng, Chengde Yang, Jinchao Jia, Qiongyi Hu   +23 more
wiley   +1 more source