WorkArena++: TowardsCompositionalPlanning andReasoning-basedCommonKnowledgeWork Tasks

The ability of large language models (LLMs) to mimic human-like intelligence hasledtoasurgeinLLM-based autonomous agents. ThoughrecentLLMsseem capable of planning and reasoning given user instructions, their effectiveness in applying these capabilities for autonomous task solving remains underexplored. This is especially true in enterprise settings, where automated agents hold the promise of a high impact.