{"total":18,"rows":[{"id":"2510.07077","title":"Vision-Language-Action Models for Robotics: A Review Towards Real-World Applications","created":"2025-10-08","cited_by_count":84,"area":"mllm"},{"id":"2505.04769","title":"Vision-Language-Action (VLA) Models: Concepts, Progress, Applications and Challenges","created":"2025-05-07","cited_by_count":74,"area":"mllm"},{"id":"2508.21046","title":"CogVLA: Cognition-Aligned Vision-Language-Action Model via Instruction-Driven Routing & Sparsification","created":"2025-08-28","cited_by_count":74,"area":"mllm"},{"id":"2601.02456","title":"InternVLA-A1: Unifying Understanding, Generation and Action for Robotic Manipulation","created":"2026-01-05","cited_by_count":50,"area":"mllm"},{"id":"2509.19012","title":"Pure Vision Language Action (VLA) Models: A Comprehensive Survey","created":"2025-09-23","cited_by_count":49,"area":"mllm"},{"id":"2509.11417","title":"Enhancing Generalization in Vision-Language-Action Models by Preserving Pretrained Representations","created":"2025-09-14","cited_by_count":25,"area":"mllm"},{"id":"2506.20966","title":"Parallels Between VLA Model Post-Training and Human Motor Learning: Progress, Challenges, and Trends","created":"2025-06-26","cited_by_count":17,"area":"mllm"},{"id":"2602.09973","title":"RoboInter: A Holistic Intermediate Representation Suite Towards Robotic Manipulation","created":"2026-02-10","cited_by_count":14,"area":"mllm"},{"id":"2512.22519","title":"Clutter-Robust Vision-Language-Action Models through Object-Centric and Geometry Grounding","created":"2025-12-27","cited_by_count":10,"area":"mllm"},{"id":"2602.10109","title":"ST4VLA: Spatially Guided Training for Vision-Language-Action Models","created":"2026-02-10","cited_by_count":9,"area":"mllm"},{"id":"2510.14968","title":"RDD: Retrieval-Based Demonstration Decomposer for Planner Alignment in Long-Horizon Tasks","created":"2025-10-16","cited_by_count":3,"area":"mllm"},{"id":"2606.27663","title":"Direct Action-Head Injection of A Grounded 3D Point Unlocks Spatial and Task Generalization","created":"2026-06-26","cited_by_count":2,"area":"mllm"},{"id":"2606.22794","title":"UniFS: Unified Fast-to-Slow Hierarchical Architecture for Vision-Language-Action Models","created":"2026-06-22","cited_by_count":1,"area":"mllm"},{"id":"2608.24115","title":"PonderPounce: A Pretrained MLLM as an Episode Context Engine for Robot Control","created":"2026-08-25","cited_by_count":1,"area":"mllm"},{"id":"2511.02239","title":"LACY: A Vision-Language Model-based Language-Action Cycle for Self-Improving Robotic Manipulation","created":"2025-11-04","cited_by_count":0,"area":"mllm"},{"id":"2609.08224","title":"3DWay: Generalizing Robot Manipulation via 3D Consistent Waypoints","created":"2026-09-08","cited_by_count":0,"area":"mllm"},{"id":"2610.02161","title":"DuoMind: Enabling Distributed Multi-Robot Coordination with Semantic Communication","created":"2026-10-01","cited_by_count":0,"area":"mllm"},{"id":"2610.14039","title":"RAIN: Robotic Task Generalization with Region-Aware Interaction Networks","created":"2026-10-02","cited_by_count":0,"area":"mllm"}],"next_cursor":null}