@inproceedings{ta-etal-2026-reinforced, title = "Reinforced Agent: Inference-Time Feedback for Tool-Calling Agents", author = "Ta, Anh and Zhu, Junjie and Shayandeh, Shahin", editor = "Mille, Simon and Gehrmann, Sebastian and Schmidtov{\'a}, Patr{\'i}cia and Du{\v{s}}ek, Ond{\v{r}}ej and Fadaee, Marzieh and Lo, Kyle and Santus, Enrico and Stanovsky, Gabriel", booktitle = "Proceedings of the Fifth Workshop on Generation, Evaluation and Metrics ({GEM})", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.gem-main.13/", pages = "136--147", ISBN = "979-8-89176-423-1" }