{"total":26,"rows":[{"id":"2505.10978","title":"Group-in-Group Policy Optimization for LLM Agent Training","created":"2025-05-16","cited_by_count":497,"area":"lr"},{"id":"2602.22817","title":"Hierarchy-of-Groups Policy Optimization for Long-Horizon Agentic Tasks","created":"2026-02-26","cited_by_count":49,"area":"lr"},{"id":"2503.21696","title":"Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks","created":"2025-03-27","cited_by_count":44,"area":"lr"},{"id":"2505.19683","title":"Large Language Models for Planning: A Comprehensive and Systematic Survey","created":"2025-05-26","cited_by_count":40,"area":"lr"},{"id":"2502.14254","title":"Mem2Ego: Empowering Vision-Language Models with Global-to-Ego Memory for Long-Horizon Embodied Navigation","created":"2025-02-20","cited_by_count":30,"area":"lr"},{"id":"2505.09698","title":"ManipBench: Benchmarking Vision-Language Models for Low-Level Robot Manipulation","created":"2025-05-14","cited_by_count":24,"area":"lr"},{"id":"2512.07086","title":"ThinkTrap: Denial-of-Service Attacks against Black-box LLM Services via Infinite Thinking","created":"2025-12-08","cited_by_count":23,"area":"lr"},{"id":"2505.14404","title":"ViC-Bench: Benchmarking Visual-Interleaved Chain-of-Thought Capability in MLLMs with Free-Style Intermediate State Representations","created":"2025-05-20","cited_by_count":12,"area":"lr"},{"id":"2505.15616","title":"LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models","created":"2025-05-21","cited_by_count":9,"area":"lr"},{"id":"2411.00773","title":"LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation","created":"2024-11-01","cited_by_count":8,"area":"lr"},{"id":"2606.09669","title":"SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks","created":"2026-06-08","cited_by_count":7,"area":"lr"},{"id":"2602.04326","title":"From Assumptions to Actions: Turning LLM Reasoning into Uncertainty-Aware Planning for Embodied Agents","created":"2026-02-04","cited_by_count":5,"area":"lr"},{"id":"2602.17555","title":"GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking","created":"2026-02-19","cited_by_count":5,"area":"lr"},{"id":"2505.16928","title":"Beyond Needle(s) in the Embodied Haystack: Environment, Architecture, and Training Considerations for Long Context Reasoning","created":"2025-05-22","cited_by_count":3,"area":"lr"},{"id":"2603.16673","title":"When Should a Robot Think? Resource-Aware Reasoning via Reinforcement Learning for Embodied Robotic Decision-Making","created":"2026-03-17","cited_by_count":2,"area":"lr"},{"id":"2505.17645","title":"HoloLLM: Multisensory Foundation Model for Language-Grounded Human Sensing and Reasoning","created":"2025-05-23","cited_by_count":1,"area":"lr"},{"id":"2512.04868","title":"SEAL: Self-Evolving Agentic Learning for Conversational Question Answering over Knowledge Graphs","created":"2025-12-04","cited_by_count":1,"area":"lr"},{"id":"2603.09731","title":"EXPLORE-Bench: Egocentric Scene Prediction with Long-Horizon Reasoning","created":"2026-03-10","cited_by_count":1,"area":"lr"},{"id":"2603.29908","title":"C-TRAIL: A Commonsense World Framework for Trajectory Planning in Autonomous Driving","created":"2026-03-31","cited_by_count":1,"area":"lr"},{"id":"2605.19418","title":"Conflict-Resilient Multi-Agent Reasoning via Signed Graph Modeling","created":"2026-05-19","cited_by_count":1,"area":"lr"},{"id":"2605.31148","title":"SpatialAct: Probing Spatial Reasoning-to-Action Capabilities of VLM Agents in 3D Scenes","created":"2026-05-29","cited_by_count":1,"area":"lr"},{"id":"2602.00611","title":"Structured Self-Consistency:A Multi-Task Evaluation of LLMs on VirtualHome","created":"2026-01-31","cited_by_count":0,"area":"lr"},{"id":"2605.05407","title":"PRISM: Perception Reasoning Interleaved for Sequential Decision Making","created":"2026-05-06","cited_by_count":0,"area":"lr"},{"id":"2607.27415","title":"Bridging Inference-Time Scaling and Episodic Memory with Action-Centric Graphs","created":"2026-07-29","cited_by_count":0,"area":"lr"},{"id":"2608.07905","title":"GraphThink: Graph-Enhanced LLM Thinking for Long-Horizon Embodied Task Planning","created":"2026-08-08","cited_by_count":0,"area":"lr"},{"id":"2610.20312","title":"Reflect After Failure: Brain-Inspired Self-Evolving Agents for Embodied Spatial Intelligence","created":"2026-10-14","cited_by_count":0,"area":"lr"}],"next_cursor":null}