SERA trains recursive agents to score their own subtasks
On two text benchmarks, SERA beat recursive-agent baselines by 5.38 and 13.14 points on average.
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Stories tagged #textworld
Decision-Sufficient State Representations: Measuring and Reducing Write-Time Regret
Training LLM agent writers on reader loss cuts write-time regret, but gains fade as facts must be remembered longer.