Tool Selection under Partial Observability: Beliefs, Information Gain, and Myopic Policies
We treat tool choice as a POMDP, restate the belief update and the value of perfect information, and explain why Toolformer-style self-supervision is not an optimal planner. Finite calculations stay inside published definitions.
The editors tool-use planning pomdp coordination