Results 221 to 230 of about 2,781,065 (282)

Reinforcement Learning With Timed Constraints for Robotics Motion Planning

Artificial Intelligence for Engineering, EarlyView.
This work presents a unified automata‐based reinforcement learning framework that enforces MITL time‐bounded task specifications in both MDPs and POMDPs. Results from grid‐world and office scenarios show robust policy learning under stochastic dynamics and partial observability.
Zhaoan Wang, Junchao Li, Mohammad Mahdi Dehghan Pir, Shaoping Xiao   +3 more
wiley   +1 more source

Game-Theoretic Obfuscation of Wi-Fi MAC-Layer Traffic Against IoT Device Fingerprinting Attacks. [PDF]

Sensors (Basel)
Alghamdi A, Alyami M, Alqurashi I, Zou CC.   +3 more
europepmc   +1 more source

A hierarchical fusion framework for vehicle to grid energy management using predictive intelligence and learning based pricing. [PDF]

Sci Rep
Nandagopal V, Bhaskar KB, Periakaruppan S, Raj VAC, Wong WK, Ng PK.   +5 more
europepmc   +1 more source

Credit‐Driven Adaptive Grouping for Refined Cooperative Multi‐Agent Reinforcement Learning

CAAI Transactions on Intelligence Technology, EarlyView.
ABSTRACT Policy heterogeneity is crucial for achieving sophisticated coordination in complex collaborative tasks, which has emerged as one of the key challenges in multi‐agent reinforcement learning (MARL) in recent years. Notably, the grouping paradigm has made remarkable progress in addressing policy heterogeneity.
Yirui Liu, Xueqiang Gu, Caiming Zheng, Xin Xu, Zhangling Wang, Wanpeng Zhang, Yixing Lan   +6 more
wiley   +1 more source

Adaptive parameter-space refinement and Markov state models for eco-epidemiological dynamics. [PDF]

Appl Math Comput
Hernández-López E, Ullah MS, Wences G, Wang J.   +3 more
europepmc   +1 more source

Time to Breakdown for Type I Motor Winding Insulation Under High‐Frequency High‐Slew‐Rate Square Wave Voltages

High Voltage, EarlyView.
ABSTRACT The emergence of (ultra)wide bandgap ((U)WBG)‐based devices has significantly enhanced performance in high‐frequency switching applications, enabling breakthroughs in electric transportation, aerospace, and renewable energy systems. However, it also presents considerable challenges to insulation systems, such as electric motor winding ...
Easir Arafat, Md Asifur Rahman, Farzana Islam, Mona Ghassemi   +3 more
wiley   +1 more source

Model predictive game control for personalized and targeted interactive assistance. [PDF]

Commun Eng
Hafs A, Farr A, Verdel D, Bruneau O, Burdet E, Berret B.   +5 more
europepmc   +1 more source

GPCR-Mediated Cell Intelligence: A Potential Mechanism for Survival and Long-Term Health. [PDF]

Curr Issues Mol Biol
Craig CJ, Boeringer T, Pardo M, Del Pozo A, Maudsley S.   +4 more
europepmc   +1 more source

From single cells to communities: Mathematical perspectives on bacterial quorum sensing. [PDF]

Comput Struct Biotechnol J
Sadr S, Zargar B, Aucoin MG, Ingalls B.
europepmc   +1 more source

Partial differential equations in data science. [PDF]

Philos Trans A Math Phys Eng Sci
Bertozzi AL, Drenska N, Latz J, Thorpe M.   +3 more
europepmc   +1 more source