Ruozhai Sun

Transformer-Based Hierarchical Reinforcement Learning for Sequential Decision-Making in Swarm Confrontation

Hierarchical Reinforcement Learning (HRL) is a potent paradigm for addressing long-horizon sequential decision-making in swarm confrontation. However, its strategic capabilities are often bottlenecked by high-level policies that struggle to reason over the dynamic, variable-sized observations of oth…