2 papers
cs.AI2026
Value-Decomposed Reinforcement Learning Framework for Taxiway Routing with Hierarchical Conflict-Aware Observations
Shizhong Zhou, Haifeng Liu, Zheng Zhang +3
Taxiway routing and on-surface conflict avoidance are coupled safety-critical decision problems in airport surface operations. Existing planning and optimization methods are often…
cs.SE2024
Fuzzy Logic Guided Reward Function Variation: An Oracle for Testing Reinforcement Learning Programs
Shiyu Zhang, Haoyang Song, Qixin Wang +1
Reinforcement Learning (RL) has gained significant attention across various domains. However, the increasing complexity of RL programs presents testing challenges, particularly the…