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Collections including paper arxiv:2602.23008

May Papers -- Best of Best

The papers I've found so far in May that I consider best of the best, whether that be from the perspective of providing a new perspective on a probl..

MegaFlow: Large-Scale Distributed Orchestration System for the Agentic Era

Paper • 2601.07526 • Published Jan 12 • 23
Intelligent AI Delegation

Paper • 2602.11865 • Published Feb 12 • 16
ENGRAM: Effective, Lightweight Memory Orchestration for Conversational Agents

Paper • 2511.12960 • Published Nov 17, 2025 • 1
CityRAG: Stepping Into a City via Spatially-Grounded Video Generation

Paper • 2604.19741 • Published Apr 21 • 18

The Trinity of Consistency as a Defining Principle for General World Models

Paper • 2602.23152 • Published Feb 26 • 203
From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models

Paper • 2602.22859 • Published Feb 26 • 150
OmniGAIA: Towards Native Omni-Modal AI Agents

Paper • 2602.22897 • Published Feb 26 • 53
Imagination Helps Visual Reasoning, But Not Yet in Latent Space

Paper • 2602.22766 • Published Feb 26 • 45

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 108
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 79
In-Context Learning Creates Task Vectors

Paper • 2310.15916 • Published Oct 24, 2023 • 43
Matryoshka Diffusion Models

Paper • 2310.15111 • Published Oct 23, 2023 • 46

Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization

Paper • 2602.23008 • Published Feb 26 • 37
SELAUR: Self Evolving LLM Agent via Uncertainty-aware Rewards

Paper • 2602.21158 • Published Feb 24 • 1
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Paper • 2603.17187 • Published Mar 17 • 141
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Paper • 2602.08234 • Published Feb 9 • 76

Exploring Reasoning Reward Model for Agents

Paper • 2601.22154 • Published Jan 29 • 24
Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing

Paper • 2602.04837 • Published Feb 4 • 10
Agent Skills: A Data-Driven Analysis of Claude Skills for Extending Large Language Model Functionality

Paper • 2602.08004 • Published Feb 8 • 5
SEAD: Self-Evolving Agent for Multi-Turn Service Dialogue

Paper • 2602.03548 • Published Feb 3 • 4

May Papers -- Best of Best

The papers I've found so far in May that I consider best of the best, whether that be from the perspective of providing a new perspective on a probl..

MegaFlow: Large-Scale Distributed Orchestration System for the Agentic Era

Paper • 2601.07526 • Published Jan 12 • 23
Intelligent AI Delegation

Paper • 2602.11865 • Published Feb 12 • 16
ENGRAM: Effective, Lightweight Memory Orchestration for Conversational Agents

Paper • 2511.12960 • Published Nov 17, 2025 • 1
CityRAG: Stepping Into a City via Spatially-Grounded Video Generation

Paper • 2604.19741 • Published Apr 21 • 18

Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization

Paper • 2602.23008 • Published Feb 26 • 37
SELAUR: Self Evolving LLM Agent via Uncertainty-aware Rewards

Paper • 2602.21158 • Published Feb 24 • 1
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Paper • 2603.17187 • Published Mar 17 • 141
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Paper • 2602.08234 • Published Feb 9 • 76

The Trinity of Consistency as a Defining Principle for General World Models

Paper • 2602.23152 • Published Feb 26 • 203
From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models

Paper • 2602.22859 • Published Feb 26 • 150
OmniGAIA: Towards Native Omni-Modal AI Agents

Paper • 2602.22897 • Published Feb 26 • 53
Imagination Helps Visual Reasoning, But Not Yet in Latent Space

Paper • 2602.22766 • Published Feb 26 • 45

Exploring Reasoning Reward Model for Agents

Paper • 2601.22154 • Published Jan 29 • 24
Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing

Paper • 2602.04837 • Published Feb 4 • 10
Agent Skills: A Data-Driven Analysis of Claude Skills for Extending Large Language Model Functionality

Paper • 2602.08004 • Published Feb 8 • 5
SEAD: Self-Evolving Agent for Multi-Turn Service Dialogue

Paper • 2602.03548 • Published Feb 3 • 4

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 108
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 79
In-Context Learning Creates Task Vectors

Paper • 2310.15916 • Published Oct 24, 2023 • 43
Matryoshka Diffusion Models

Paper • 2310.15111 • Published Oct 23, 2023 • 46

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