ClueFlow: Learning Long-Horizon Search through Attributed Research-State Transitions.

arXiv:2610.25980v1 Announce Type: new Abstract: Long-horizon search requires agents to acquire relevant evidence and integrate it into an evolving research state. Existing methods maintain research states to guide exploration or assign turn-level progress sign