Intelligent sensing and sensing algorithm 

The application of image recognition and target detection algorithm in robot; Multimodal sensor data fusion (vision, sound, touch, etc.); Sensor signal processing and feature extraction; SLAM (Simultaneous Localization and Mapping) algorithm; Environment understanding and scene semantic segmentation; Cooperative sensing of heterogeneous sensors

Intelligent decision-making and autonomous control 

Automatic planning and intelligent path generation; Reinforcement learning-driven robot decision making; Motion control and behavior modeling based on deep learning; Uncertainty reasoning and robust control algorithm; Multi-agent collaboration and swarm intelligence; Real-time task scheduling and autonomous navigation technology

Human-Computer Interaction and Social Robot Algorithm

Natural Language Understanding and Dialogue Management; Emotion computing and social signal recognition algorithm; Visual-speech joint understanding and interaction; Intelligent adaptive interaction in augmented/virtual reality; Adaptive interface and barrier-free interaction algorithm; User intent recognition and personalized response

Robot system integration and optimization algorithm 

Intelligent algorithm-driven kinematics/dynamics modeling; Algorithm and hardware co-optimization; Intelligent algorithms in robot operating system and real-time computing platform; Efficient algorithms in micro-robots and volume-constrained systems; Energy Management and Energy Saving Control Algorithm; Hierarchical control and algorithm pipeline for complex systems

Application and Innovation of Intelligent Robots 

Intelligent and data-driven optimization of industrial robots; Intelligent algorithms in service robots and home robots; Perception and decision algorithms in intelligent medical/surgical robots; Intelligent algorithms in special environmental robots (such as drones, underwater robots, rescue robots); Intelligent agriculture and field operation robot; Social ethics, security and interpretability of robot algorithms