@article{tiertrajectoryinvariantexecutionrewardsf, title = {TIER: Trajectory-Invariant Execution Rewards for Multi-Step Tool Composition}, author = {Anay Kulkarni and ChiaEn Lu and Dheeraj Mekala and Jayanth Srinivasa and Gaowen Liu and Jingbo Shang}, year = {2026}, eprint = {2605.16790}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.16790}, }