Measure first, then allocate: calibrated rollout budgets for MCP agents in reinforcement learning
Read the original at arxiv.org→arXiv:2610.28785v1 Announce Type: new Abstract: Training tool-using language models requires costly interaction, yet identical rewards within a rollout group provide no group-relative learning signal. We use reward...
Original headline: "Measure First, Then Allocate: Calibrated Rollout Budgets for MCP Agents in Reinforcement Learning"
Coverage timeline
- Oct 22, 04:00 UTC arXiv cs.LG lead source Measure First, Then Allocate: Calibrated Rollout Budgets for MCP Agents in Reinforcement Learning