11 citations · 23 across the 13 of their papers we have counts for
4 papers · 1 filter
AdvPlan-Bench: Adversarial Evaluation of Structured Plan-Generation Agents
Alina Kapanova, Arun Kanhai, Natan Vidra +1
Structured plan-generation agents are often evaluated as if a plan has quality in isolation, yet many realistic planning tasks require asking how a candidate behaves when another a…
MetaRoute-Bench: Evaluating Meta-Decision Policies for Agentic Workflow Routing
Natan Vidra, Alina Kapanova, Arun Kanhai +1
Agentic systems must repeatedly decide whether to answer directly, decompose a task, invoke a tool, execute code, delegate to a specialist, verify an intermediate result, or recove…
Learning Compositional Meta-Routing for Agentic Workflows: An Executable Benchmark
Natan Vidra, Alina Kapanova, Arun Kanhai +1
Agentic systems must decide not only what answer to produce, but which reasoning and execution operations should precede it. A controller may answer directly, decompose a request,…
Improving Classification Performance With Human Feedback: Label a few, we label the rest
Natan Vidra, Thomas Clifford, Katherine Jijo +2
In the realm of artificial intelligence, where a vast majority of data is unstructured, obtaining substantial amounts of labeled data to train supervised machine learning models po…