AgentBench

Researchers formalize the execution harness of LLM agents as a learnable control layer using offline reinforcement learning, training a lightweight controller with advantage-weighted regression to imp…

AI agents that generate code and orchestrate workflows are becoming production infrastructure, but their non-deterministic outputs create measurement, compliance, and regression challenges. Benchmark …