{"total":13,"rows":[{"id":"2508.13998","title":"Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation","created":"2025-08-19","cited_by_count":38,"area":"lr"},{"id":"2512.13660","title":"Towards Spatial Trace with Reasoning in Vision-Language Models for Robotics","created":"2025-12-15","cited_by_count":12,"area":"lr"},{"id":"2602.11635","title":"Do MLLMs Really Understand Space? A Mathematical Reasoning Evaluation","created":"2026-02-12","cited_by_count":6,"area":"lr"},{"id":"2606.11324","title":"Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models","created":"2026-06-09","cited_by_count":6,"area":"lr"},{"id":"2510.13940","title":"Less is More: Improving LLM Reasoning with Minimal Test-Time Intervention","created":"2025-10-15","cited_by_count":5,"area":"lr"},{"id":"2603.21341","title":"RoboAlign: Learning Test-Time Reasoning for Language-Action Alignment in Vision-Language-Action Models","created":"2026-03-22","cited_by_count":3,"area":"lr"},{"id":"2603.28730","title":"SOLE-R1: Video-Language Reasoning as the Sole Reward for On-Robot Reinforcement Learning","created":"2026-03-30","cited_by_count":3,"area":"lr"},{"id":"2608.23138","title":"Pointing-VLA: Typed Spatial Grounding Interfaces for Vision-Language-Action Manipulation","created":"2026-08-24","cited_by_count":2,"area":"lr"},{"id":"2609.29964","title":"World Action Agent: Harnessing VLMs for Robot Manipulation via World Action Rehearsal","created":"2026-09-24","cited_by_count":2,"area":"lr"},{"id":"2511.23186","title":"Obstruction reasoning for robotic grasping","created":"2025-11-28","cited_by_count":1,"area":"lr"},{"id":"2603.13433","title":"Spatially Grounded Long-Horizon Task Planning in the Wild","created":"2026-03-13","cited_by_count":1,"area":"lr"},{"id":"2603.12730","title":"AnchorVLA4D: an Anchor-Based Spatial-Temporal Vision-Language-Action Model for Robotic Manipulation","created":"2026-03-13","cited_by_count":0,"area":"lr"},{"id":"2606.15753","title":"RoboPIN: Grounded Embodied Reasoning via Pinned Chain-of-Thought","created":"2026-06-14","cited_by_count":0,"area":"lr"}],"next_cursor":null}