Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory
Paper • 2604.01007 • Published • 31
AI & ML interests
Multimodality, RL, VLA, Reasoning
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richardxp888
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When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning
Paper • 2602.08236 • Published • 9
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
Paper • 2602.08234 • Published • 74
Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning
Paper • 2602.10090 • Published • 52
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL
Paper • 2602.22190 • Published • 17
richardxp888
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Huaxiu
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richardxp888
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Huaxiu
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richardxp888
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Reliable and Responsible Foundation Models: A Comprehensive Survey
Paper • 2602.08145 • Published • 8
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
Paper • 2602.08234 • Published • 74
MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution
Paper • 2602.07529 • Published
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