ContagionRL supplies an RL environment for spatial epidemics and shows through ablation that potential-field rewards produce superior adherence and spatial avoidance compared with simpler survival bonuses.
Evaluate the distance from this potential position to the initially identified nearest threat’s current positionphnearest(t)
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Reward Engineering for Spatial Epidemic Simulations: A Reinforcement Learning Platform for Individual Behavioral Learning
ContagionRL supplies an RL environment for spatial epidemics and shows through ablation that potential-field rewards produce superior adherence and spatial avoidance compared with simpler survival bonuses.