Marco Cusumano-Towner

Reinforcement Learning for Long-Horizon Interactive LLM Agents

2025 · arXiv (Cornell University)

Interactive digital agents (IDAs) leverage APIs of stateful digital environments to perform tasks in response to user requests. While IDAs powered by instruction-tuned large language models (LLMs) can react to feedback from interface invocations in …