OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions

The advancement of Large Language Models (LLMs) has catalyzed the development of autonomous agents capable of navigating complex environments. However, existing evaluations primarily adopt a deductive paradigm, where agents execute tasks based on explicitly provided rules and static goals, often wit