{"total":23,"rows":[{"id":"2503.15558","title":"Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning","created":"2025-03-18","cited_by_count":164,"area":"lr"},{"id":"2507.17520","title":"InstructVLA: Vision-Language-Action Instruction Tuning from Understanding to Manipulation","created":"2025-07-23","cited_by_count":72,"area":"lr"},{"id":"2412.11974","title":"Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning","created":"2024-12-16","cited_by_count":47,"area":"lr"},{"id":"2502.13143","title":"SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation","created":"2025-02-18","cited_by_count":46,"area":"lr"},{"id":"2506.01953","title":"Fast-in-Slow: A Dual-System Foundation Model Unifying Fast Manipulation within Slow Reasoning","created":"2025-06-02","cited_by_count":31,"area":"lr"},{"id":"2601.05248","title":"LaST$_{0}$: Latent Spatio-Temporal Chain-of-Thought for Robotic Vision-Language-Action Model","created":"2026-01-08","cited_by_count":31,"area":"lr"},{"id":"2505.16517","title":"ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models","created":"2025-05-22","cited_by_count":27,"area":"lr"},{"id":"2505.13888","title":"InSpire: Vision-Language-Action Models with Intrinsic Spatial Reasoning","created":"2025-05-20","cited_by_count":21,"area":"lr"},{"id":"2511.15669","title":"DeepThinkVLA: Enhancing Reasoning Capability of Vision-Language-Action Models","created":"2025-10-31","cited_by_count":18,"area":"lr"},{"id":"2602.21157","title":"HALO: A Unified Vision-Language-Action Model for Embodied Multimodal Chain-of-Thought Reasoning","created":"2026-02-24","cited_by_count":16,"area":"lr"},{"id":"2407.02666","title":"Commonsense Reasoning for Legged Robot Adaptation with Vision-Language Models","created":"2024-07-02","cited_by_count":15,"area":"lr"},{"id":"2511.19859","title":"Unifying Perception and Action: A Hybrid-Modality Pipeline with Implicit Visual Chain-of-Thought for Robotic Action Generation","created":"2025-11-25","cited_by_count":14,"area":"lr"},{"id":"2503.11089","title":"EmbodiedVSR: Dynamic Scene Graph-Guided Chain-of-Thought Reasoning for Visual Spatial Tasks","created":"2025-03-14","cited_by_count":10,"area":"lr"},{"id":"2605.22816","title":"AwareVLN: Reasoning with Self-awareness for Vision-Language Navigation","created":"2026-05-21","cited_by_count":10,"area":"lr"},{"id":"2405.13573","title":"Learning Manipulation Skills through Robot Chain-of-Thought with Sparse Failure Guidance","created":"2024-05-22","cited_by_count":9,"area":"lr"},{"id":"2604.14125","title":"HiVLA: A Visual-Grounded-Centric Hierarchical Embodied Manipulation System","created":"2026-04-15","cited_by_count":8,"area":"lr"},{"id":"2603.12939","title":"RoboStream: Weaving Spatio-Temporal Reasoning with Memory in Vision-Language Models for Robotics","created":"2026-03-13","cited_by_count":6,"area":"lr"},{"id":"2602.08167","title":"Self-Supervised Bootstrapping of Action-Predictive Embodied Reasoning","created":"2026-02-09","cited_by_count":3,"area":"lr"},{"id":"2412.20297","title":"FaGeL: Fabric LLMs Agent empowered Embodied Intelligence Evolution with Autonomous Human-Machine Collaboration","created":"2024-12-28","cited_by_count":2,"area":"lr"},{"id":"2504.07596","title":"Boosting Universal LLM Reward Design through Heuristic Reward Observation Space Evolution","created":"2025-04-10","cited_by_count":2,"area":"lr"},{"id":"2503.05064","title":"Perceiving, Reasoning, Adapting: A Dual-Layer Framework for VLM-Guided Precision Robotic Manipulation","created":"2025-03-07","cited_by_count":0,"area":"lr"},{"id":"2606.30686","title":"Position: Vision-Language-Action Models Cannot Be Verified to Perform Physical Reasoning","created":"2026-06-28","cited_by_count":0,"area":"lr"},{"id":"2609.22895","title":"H-VLA: Hierarchical Vision-Language-Action Model with Key-Action Reasoning and Motion Planning in a Unified Action Space","created":"2026-09-19","cited_by_count":0,"area":"lr"}],"next_cursor":null}