Meta-Cognitive Memory Policy Optimization for Long-Horizon LLM Agents
Paper • 2605.30159 • Published • 6
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Meta-Cognitive Memory Policy Optimization for Long-Horizon LLM Agents
SkeletonGaussian: Editable 4D Generation through Gaussian Skeletonization
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T-Eval: Evaluating the Tool Utilization Capability Step by Step
Paper • 2312.14033 • Published • 2
LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding
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Point-DETR3D: Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-supervised 3D Object Detection
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PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition
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Are We on the Right Way for Evaluating Large Vision-Language Models?
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DETRDistill: A Universal Knowledge Distillation Framework for DETR-families
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ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
Paper • 2501.02506 • Published • 11
VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning
Paper • 2505.22019 • Published • 12
CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios
Paper • 2506.13977 • Published • 10
V2P-Bench: Evaluating Video-Language Understanding with Visual Prompts for Better Human-Model Interaction
Paper • 2503.17736 • Published • 3
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
Paper • 2509.02544 • Published • 128
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning
Paper • 2509.08755 • Published • 56
Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models
Paper • 2510.01304 • Published • 11
Critique-RL: Training Language Models for Critiquing through Two-Stage Reinforcement Learning
Paper • 2510.24320 • Published • 21
DualVLA: Building a Generalizable Embodied Agent via Partial Decoupling of Reasoning and Action
Paper • 2511.22134 • Published • 22