FM-Bench: A Benchmark for Long-Horizon Management with Competing Agents
Language model agents now execute bounded tasks reliably. Whether they can sustain effective decision-making over long horizons, where actions have cumulative consequences and the environment responds to their choices, remains largely unmeasured. FM-Bench (Football Management Benchmark) measures this. An LLM agent runs...
Tianyou Wang, Chong-Yang Gao, Ke-Zhen Chen et al.
· 1 citation