#multi-turn-agents

0 stories this week · 1 this month · 3 in 6 months · mostly AI

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Sixteen systems score 64.32% to 83.60% strict success, with leaders diverging sharply in cost and domain reliability.

PivotOPD trains multi-turn agents to avoid pivotal mistakes and recover within a few turns.

RetireOPD trains multi-turn agents via self on-policy distillation with adaptive teacher retirement, lifting Qwen2.5 ALFWorld success by up to 18.8%.

Stories tagged #multi-turn-agents