Machine Learning
· Deep Reinforcement Learning
· Unsupervised Learning
· Transfer Learning
· Meta-Learning
· Generative Adversarial Networks (GAN)
The topics of interest for submission include, but are not limited to:
· Deep Reinforcement Learning
· Unsupervised Learning
· Transfer Learning
· Meta-Learning
· Generative Adversarial Networks (GAN)
· Visual Object Tracking
· 3D Visual Reconstruction
· Scene Understanding
· Visual Navigation and Localization
· Visual Recognition in Human-Robot Interaction
· Autonomous Navigation for Robots
· Multi-Agent Cooperative Reinforcement Learning
· Offline Reinforcement Learning
· Learning in Sparse Reward Environments
· Model-Based Reinforcement Learning
· Robot Emotion Recognition
· Verbal and Nonverbal Interaction
· Task Allocation for Collaborative Robots
· Interaction Interface Design
· Socially Adaptable Robots
· Performance Analysis and Optimization for Robots
· Sensor Data Processing and Fusion
· Online Learning and Model Updating
· Data-Driven Fault Detection and Diagnosis
· Applications of Deep Learning in Data Mining