Dynamic Welfare-Maximizing Pooled Testing

arXiv:2601.22419 · cs.GT, cs.AI · Submitted 2026-01-30 · Read on arXiv

cs.GT, cs.AI

Submitted: 2026-01-30

Updated: 2026-09-25

Code: https://github.com/nrlopez03/pooled-testing

Terminology

Reinforcement Learning — 9× in this paper · explained in 4 episodes
Action Space — 5× in this paper · explained in 1 episode
Adaptivity — 5× in this paper · explained in 1 episode
Adaptation — 3× in this paper · explained in 1 episode
Abstraction — 2× in this paper · explained in 1 episode
Bayesian Inference — 2× in this paper · explained in 5 episodes
Dynamic Adaptation — 2× in this paper · explained in 2 episodes
Accuracy — 1× in this paper · explained in 1 episode
Benchmark — 1× in this paper · explained in 2 episodes
Computational overhead — 1× in this paper · explained in 2 episodes
Generalization — 1× in this paper · explained in 13 episodes
Information Gain — 1× in this paper · explained in 2 episodes
Proximal Policy Optimization — 1× in this paper
Proximal Policy Optimization (PPO) — 1× in this paper · explained in 4 episodes
Regularization — 1× in this paper · explained in 3 episodes
Reinforcement Learning (RL) — 1× in this paper · explained in 25 episodes
Robustness — 1× in this paper · explained in 5 episodes

Related papers