Paper trains LLMs to amortize sequential experimental design
Information-gain policies beat training- and inference-time BED baselines on Twenty Questions and transfer to Medi-Q.
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Stories tagged #information-gain
When Do Intrinsic Rewards Lead to Exploration?
A formal criterion shows common intrinsic rewards can fail to produce optimally informative exploration.