research Safe Robot Learning for Parallel Robots Safe and adaptive control for compliant parallel robots in physical human-robot interaction. Priority-Driven Multi-Agent Control and Communication Learning decentralized control and communication policies under limited bandwidth. Safe Offline Multi-Agent Reinforcement Learning Combining diffusion models and control barrier functions for safe offline multi-agent decision making. Event-Triggered Maps of Dynamics Modeling spatial motion patterns in dynamic and non-stationary environments.