Reviews: Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition
–Neural Information Processing Systems
Technical quality: This paper proposes an interesting model and derives three main theorems. The paper demonstrates when the decision maker acquires new information (continuation) and when makes a final prediction (stop) in a scenario where the deadline depends on the sensory information. It also shows that the subject's belief state is a supermartingle, and that the optimal policy has a "rendezvous" structure. The continuation and stopping region in this model depend both on the subject's belief state and "context" of the sensory observations. The paper is interesting and technically sound.
Neural Information Processing Systems
Jan-20-2025, 23:25:12 GMT
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