most citedFuzzy Logic Guided Reward Function Variation: An Oracle for Testing Reinforcement Learning Programs

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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…