3 papers
cs.AI2026
QANTIS: Hardware-Calibrated Sequential POMDP Belief Updates on IBM Heron
Bayram Yuksel Eker, Suayb S. Arslan, Ozgur Nazli +2
Autonomous systems under partial observability act on beliefs, not raw sensor events. QANTIS treats the quantum processor as a calibrated belief-update service in that loop: it rec…
cs.NI2026
SHACR: A Graph-Augmented Semi-Autonomous Framework for Multi-Class Conflict Resolution in Smart Home IoT Automation
Leena Marghalani, Walid Aljoby, Suayb S. Arslan
Smart home automation increasingly relies on user-defined rules across heterogeneous IoT devices. While these rules appear harmless in isolation, their concurrent execution creates…
quant-ph2026
QANTIS: A Hardware-Validated Quantum Platform for POMDP Planning and Multi-Target Data Association
Bayram Yüksel Eker, Suayb S. Arslan, Ãzgür Nazlı +2
Autonomous navigation under uncertainty requires solving partially observable Markov decision processes (POMDPs) for planning and assigning sensor measurements to tracked targets--…