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Qinpeng Yi

2 accepted papers

2025

Active Visual Learning for Robots with Dueling Deep Q-Networks and Transformer Encoders

ICASSP 2025accepted

Active vision learning aims to develop intelligent systems capable of actively exploring and understanding their surroundings to optimize detection performance. Although current research has begun to explore how reinforcement learning can drive robots to actively perceive their environment, it often…

Cited by 0SourceScholar
2025

GMAP: Generalized Manipulation of Articulated Objects in Robotic Using Pre-trained Model

AAAI 2025technical

Perception and interaction with articulated objects present a unique challenge for service robots. Although recent research has emphasized understanding articulated shapes and affordance proposals, existing methods only address isolated aspects, failing to develop comprehensive strategies for roboti…