IGSD: Environment-Verified Hindsight Self-Distillation for Search Agents.

arXiv:2609.32694v1 Announce Type: new Abstract: On-policy self-distillation densifies agent training without external teachers: a policy conditioned on privileged hindsight provides step-level guidance for its own unprivileged rollouts. For search agents, howe