2 papers
cs.CR2023
BRNES: Enabling Security and Privacy-aware Experience Sharing in Multiagent Robotic and Autonomous Systems
Md Tamjid Hossain, Hung Manh La, Shahriar Badsha +1
Although experience sharing (ES) accelerates multiagent reinforcement learning (MARL) in an advisor-advisee framework, attempts to apply ES to decentralized multiagent systems have…
cs.LG2023
FLSL: Feature-level Self-supervised Learning
Qing Su, Anton Netchaev, Hai Li +1
Current self-supervised learning (SSL) methods (e.g., SimCLR, DINO, VICReg,MOCOv3) target primarily on representations at instance level and do not generalize well to dense predict…