EnvSimBench: A Benchmark for Evaluating and Improving LLM-Based Environment Simulation.

arXiv:2605.07247v2 Announce Type: replace Abstract: Scalable AI agents training relies on interactive environments that faithfully simulate the consequences of agent actions. Manually crafted environments are expensive to build, brittle to extend, and fundamen