This study introduces a data‐driven framework that combines deep reinforcement learning with classical path planning to achieve adaptive microrobot navigation. By training a surrogate neural network to emulate microrobot dynamics, the approach improves learning efficiency, reduces training time, and enables robust real‐time obstacle avoidance in ...
Amar Salehi +3 more
wiley +1 more source
Hybrid intelligence-powered secure clustering with trust-optimized routing for next-generation MANET communication. [PDF]
Anuprathibha T +3 more
europepmc +1 more source
Droplet‐based microfluidics enables precise, high‐throughput microscale reactions but continues to face challenges in scalability, reproducibility, and data complexity. This review examines how artificial intelligence enhances droplet generation, detection, sorting, and adaptive control and discusses emerging opportunities for clinical and industrial ...
Junyan Lai +10 more
wiley +1 more source
Multi-Factor Cost Function-Based Interference-Aware Clustering with Voronoi Cell Partitioning for Dense WSNs. [PDF]
Sam Peter S +3 more
europepmc +1 more source
CAS-SFCM: Content-Aware Image Smoothing Based on Fuzzy Clustering with Spatial Information. [PDF]
Antunes-Santos F +3 more
europepmc +1 more source
Research on complex financial decision making driven by geometric aggregation and intelligent optimization of high-dimensional expert information. [PDF]
Qian Y +5 more
europepmc +1 more source
Clustering-based progressive alignment with fuzzy logic (CPA-FL). [PDF]
Hajieghrari B.
europepmc +1 more source
An improved neighbourhood-based contrast limited adaptive histogram equalization method for contrast enhancement on retinal images. [PDF]
Arulraj A, Mariadhason JS, Ronjalis RR.
europepmc +1 more source
Audio Deepfake Detection via a Fuzzy Dual-Path Time-Frequency Attention Network. [PDF]
Li J +6 more
europepmc +1 more source

