OPTIC-ER: A Reinforcement Learning Framework for Real-Time Emergency Response and Equitable Resource Allocation in Underserved African Communities

arXiv:2508.12943 · cs.AI, cs.CY, cs.LG · Submitted 2025-08-18 · Read on arXiv

cs.AI, cs.CY, cs.LG

Submitted: 2025-08-18

Updated: 2026-10-11

Terminology

• Reinforcement Learning — 2× in this paper · explained in 4 episodes
• Actor — 1× in this paper · explained in 3 episodes
• Actor-Critic Architecture — 1× in this paper · explained in 1 episode
• Adaptability — 1× in this paper · explained in 1 episode
• Fidelity — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Reinforcement Learning (RL) — 1× in this paper · explained in 25 episodes
• Reward Function — 1× in this paper · explained in 3 episodes
• Robustness — 1× in this paper · explained in 5 episodes

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