2 papers
cs.AI2026
SPOTting the Future: Lookahead Explanations for Deep Reinforcement Learning
Tamar Gozlan, Claudia V. Goldman
Deep reinforcement learning (DRL) agents achieve strong performance in complex environments, yet their decision-making processes remain difficult to interpret. We introduce SPOT (S…
cs.LG2026
Context-Aware Concept Distillation for Trustworthy Flood Prediction
Eli Levinkopf, Efrat Morin, Claudia V. Goldman
Effective flood risk management relies on accurate forecasting, yet the "black box" nature of stateof-the-art Deep Learning models creates a barrier to trust and accountability in…