{"total":24,"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":"2509.19012","title":"Pure Vision Language Action (VLA) Models: A Comprehensive Survey","created":"2025-09-23","cited_by_count":49,"area":"mllm"},{"id":"2509.13317","title":"3D Aware Region Prompted Vision Language Model","created":"2025-09-16","cited_by_count":33,"area":"mllm"},{"id":"2510.26909","title":"NaviTrace: Evaluating Embodied Navigation of Vision-Language Models","created":"2025-10-30","cited_by_count":13,"area":"mllm"},{"id":"2606.10577","title":"AgenticNav: Zero-Shot Vision-and-Language Navigation as a Tool-Calling Harness","created":"2026-06-09","cited_by_count":6,"area":"mllm"},{"id":"2512.24851","title":"VLN-MME: Diagnosing MLLMs as Language-guided Visual Navigation agents","created":"2025-12-31","cited_by_count":5,"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":"2603.03739","title":"PROSPECT: Unified Streaming Vision-Language Navigation via Semantic--Spatial Fusion and Latent Predictive Representation","created":"2026-03-04","cited_by_count":3,"area":"mllm"},{"id":"2605.30307","title":"Grounded 3D-Aware Spatial Vision-Language Modeling","created":"2026-05-28","cited_by_count":3,"area":"mllm"},{"id":"2503.10322","title":"Towards Fast, Memory-based and Data-Efficient Vision-Language Policy","created":"2025-03-13","cited_by_count":2,"area":"mllm"},{"id":"2512.10310","title":"Efficient-VLN: A Simple yet Strong Baseline for Efficient Vision-Language Navigation","created":"2025-12-11","cited_by_count":2,"area":"mllm"},{"id":"2604.06750","title":"How Well Do Vision-Language Models Understand Sequential Driving Scenes? A Sensitivity Study","created":"2026-04-08","cited_by_count":2,"area":"mllm"},{"id":"2606.01621","title":"Goal2Pixel: Grounding Goals to Pixels for Vision-Language Navigation","created":"2026-06-01","cited_by_count":2,"area":"mllm"},{"id":"2608.07267","title":"WNM-3D: A World Navigation Model with 3D Scene Conditioning for Closed-Loop VLN","created":"2026-08-07","cited_by_count":2,"area":"mllm"},{"id":"2607.18042","title":"Anticipate Before Acting: Future-State-Conditioned Vision-Language Navigation","created":"2026-07-20","cited_by_count":1,"area":"mllm"},{"id":"2608.27456","title":"UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City","created":"2026-08-27","cited_by_count":1,"area":"mllm"},{"id":"2602.04515","title":"EgoActor: Grounding Task Planning into Spatial-aware Egocentric Actions for Humanoid Robots via Visual-Language Models","created":"2026-02-04","cited_by_count":0,"area":"mllm"},{"id":"2606.01788","title":"PlatonicNav: Unveiling Semantic Correspondence in Navigation with Platonic Topological Maps","created":"2026-06-01","cited_by_count":0,"area":"mllm"},{"id":"2606.25160","title":"Toward Low-Latency Vision-Language Models with Doubly-Correct Predictions in Egocentric Visual Understanding","created":"2026-06-23","cited_by_count":0,"area":"mllm"},{"id":"2609.24576","title":"What do VLM-Based Vision-Language Navigation Models Rely on: Interpreting and Steering Policy Behavior","created":"2026-09-21","cited_by_count":0,"area":"mllm"},{"id":"2609.34759","title":"PanoVLN: Towards Effective Panoramic Vision-and-Language Navigation","created":"2026-09-28","cited_by_count":0,"area":"mllm"},{"id":"2610.05664","title":"StageVLN: Spatial and Trajectory Auxiliary Guidance for Efficient Vision-Language Navigation","created":"2026-10-05","cited_by_count":0,"area":"mllm"},{"id":"2610.18478","title":"MemoryVLN: From Ego-Aware Memory Representation to Cross-Context Memory Reuse in Vision-Language Navigation","created":"2026-10-13","cited_by_count":0,"area":"mllm"}],"next_cursor":null}