{"total":41,"rows":[{"id":"2601.12538","title":"A Survey of Agentic Reasoning for Large Language Models: Towards Recursively Self-Improving and Collective Agents","created":"2026-01-18","cited_by_count":50,"area":"lr"},{"id":"2605.02881","title":"MolmoAct2: Action Reasoning Models for Real-world Deployment","created":"2026-05-04","cited_by_count":50,"area":"lr"},{"id":"2506.00123","title":"Visual Embodied Brain: Let Multimodal Large Language Models See, Think, and Control in Spaces","created":"2025-05-30","cited_by_count":33,"area":"lr"},{"id":"2510.25760","title":"Multimodal Spatial Reasoning in the Large Model Era: A Survey and Benchmarks","created":"2025-10-29","cited_by_count":33,"area":"lr"},{"id":"2601.11404","title":"ACoT-VLA: Action Chain-of-Thought for Vision-Language-Action Models","created":"2026-01-16","cited_by_count":33,"area":"lr"},{"id":"2509.25681","title":"dVLA: Diffusion Vision-Language-Action Model with Multimodal Chain-of-Thought","created":"2025-09-30","cited_by_count":30,"area":"lr"},{"id":"2510.11027","title":"Vlaser: Vision-Language-Action Model with Synergistic Embodied Reasoning","created":"2025-10-13","cited_by_count":23,"area":"lr"},{"id":"2602.13193","title":"Steerable Vision-Language-Action Policies for Embodied Reasoning and Hierarchical Control","created":"2026-02-13","cited_by_count":20,"area":"lr"},{"id":"2510.23569","title":"EgoThinker: Unveiling Egocentric Reasoning with Spatio-Temporal CoT","created":"2025-10-27","cited_by_count":16,"area":"lr"},{"id":"2511.07403","title":"SpatialThinker: Reinforcing Scene Graph-Grounded Spatial Reasoning via Dense Rewards","created":"2025-11-10","cited_by_count":16,"area":"lr"},{"id":"2504.13828","title":"Generative AI Act II: Test Time Scaling Drives Cognition Engineering","created":"2025-04-18","cited_by_count":15,"area":"lr"},{"id":"2604.04917","title":"Vero: An Open RL Recipe for General Visual Reasoning","created":"2026-04-06","cited_by_count":11,"area":"lr"},{"id":"2509.25794","title":"Point-It-Out: Benchmarking Embodied Reasoning for Vision Language Models in Multi-Stage Visual Grounding","created":"2025-09-30","cited_by_count":10,"area":"lr"},{"id":"2512.08580","title":"Mind to Hand: Purposeful Robotic Control via Embodied Reasoning","created":"2025-12-09","cited_by_count":8,"area":"lr"},{"id":"2606.30552","title":"Training Vision-Language-Action Models with Dense Embodied Chain-of-Thought Supervision","created":"2026-06-29","cited_by_count":8,"area":"lr"},{"id":"2512.24125","title":"Unified Embodied VLM Reasoning with Robotic Action via Autoregressive Discretized Pre-training","created":"2025-12-30","cited_by_count":7,"area":"lr"},{"id":"2602.01662","title":"PLanAR: Planning-Language-Grounded Agentic Reasoning for Robot Manipulation","created":"2026-02-02","cited_by_count":6,"area":"lr"},{"id":"2603.17024","title":"HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning","created":"2026-03-17","cited_by_count":5,"area":"lr"},{"id":"2606.20905","title":"Vesta: A Generalist Embodied Reasoning Model","created":"2026-06-18","cited_by_count":5,"area":"lr"},{"id":"2505.24823","title":"PhySense: Principle-Based Physics Reasoning Benchmarking for Large Language Models","created":"2025-05-30","cited_by_count":4,"area":"lr"},{"id":"2509.09332","title":"OmniEVA: Embodied Versatile Planner via Task-Adaptive 3D-Grounded and Embodiment-aware Reasoning","created":"2025-09-11","cited_by_count":4,"area":"lr"},{"id":"2603.07530","title":"ICLR: In-Context Imitation Learning with Visual Reasoning","created":"2026-03-08","cited_by_count":4,"area":"lr"},{"id":"2512.16237","title":"Scaling Spatial Reasoning in MLLMs through Programmatic Data Synthesis","created":"2025-12-18","cited_by_count":3,"area":"lr"},{"id":"2510.00078","title":"Adaptive and Resource-efficient Agentic AI Systems for Mobile and Embedded Devices: A Survey","created":"2025-09-30","cited_by_count":2,"area":"lr"},{"id":"2607.14187","title":"RxBrain: Embodied Cognition Foundation Model with Joint Language-Visual Reasoning and Imagination","created":"2026-07-15","cited_by_count":2,"area":"lr"},{"id":"2510.00167","title":"Drones that Think on their Feet: Sudden Landing Decisions with Embodied AI","created":"2025-09-30","cited_by_count":1,"area":"lr"},{"id":"2602.01880","title":"Multimodal Large Language Models for Real-Time Situated Reasoning","created":"2026-02-02","cited_by_count":1,"area":"lr"},{"id":"2602.11073","title":"Chatting with Images for Introspective Visual Thinking","created":"2026-02-11","cited_by_count":1,"area":"lr"},{"id":"2603.28361","title":"Deep Research of Deep Research: From Transformer to Agent, From AI to AI for Science","created":"2026-03-30","cited_by_count":1,"area":"lr"},{"id":"2606.07436","title":"Skill-3D: Evolving Scene-Aware Skills for Agentic 3D Spatial Reasoning","created":"2026-06-05","cited_by_count":1,"area":"lr"},{"id":"2606.11719","title":"Ouroboros-Spatial: Closing the Data-Model Loop for Spatial Reasoning","created":"2026-06-10","cited_by_count":1,"area":"lr"},{"id":"2606.17639","title":"ERQA-Plus: A Diagnostic Benchmark for Reasoning in Embodied AI","created":"2026-06-16","cited_by_count":1,"area":"lr"},{"id":"2608.01755","title":"Deferred Exposure of Future Trajectories for Verifiable Reasoning in Autonomous Driving VLMs","created":"2026-08-03","cited_by_count":1,"area":"lr"},{"id":"2609.28798","title":"OCC4M: Object-Centric 4D Memory for Spatiotemporal Reasoning in Long-Horizon Manipulation","created":"2026-09-23","cited_by_count":1,"area":"lr"},{"id":"2605.25802","title":"Rethinking VLM Representation for VLA Initialization","created":"2026-05-25","cited_by_count":0,"area":"lr"},{"id":"2607.06018","title":"RoboTALES: Learning Reasoning-Guided Robot Policies via Task-Aligned Simulated Futures","created":"2026-07-07","cited_by_count":0,"area":"lr"},{"id":"2609.03729","title":"Unfold The World: Factorize 4D Properties in Reinforcing Spatial Reasoning","created":"2026-09-03","cited_by_count":0,"area":"lr"},{"id":"2609.06880","title":"Contextual Observer Grounding: Evaluating Situated Spatial Reasoning in Vision-Language Models","created":"2026-09-07","cited_by_count":0,"area":"lr"},{"id":"2609.25841","title":"Metric-Bench: Exploring In-context Spatial Metric Reasoning in VLMs for Indoor Scenes","created":"2026-09-22","cited_by_count":0,"area":"lr"},{"id":"2609.39727","title":"OverForge: Reasoning Through Strategies and Tactics Helps Cooperative Lifelong Adaptation","created":"2026-09-30","cited_by_count":0,"area":"lr"},{"id":"2610.06413","title":"SpatialChain: A Benchmark for Auditing Spatial Reasoning Faithfulness in VLMs","created":"2026-10-05","cited_by_count":0,"area":"lr"}],"next_cursor":null}