Agent Evaluation(Agent Evaluation)

Agent Evaluation encompasses the benchmarks, harnesses, and infrastructure used to assess AI agents that perform multi-step tasks, use tools, and make autonomous decisions. The Holistic Agent Leaderboard (HAL), accepted at ICLR 2026, established cost-aware evaluation as the emerging standard for agentic benchmarking.

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