EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents
Paper • 2605.13941 • Published • 23
M Saad Salman
MSS444
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upvoted a paper about 4 hours ago
EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents upvoted a paper about 4 hours ago
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?Organizations
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papers about 4 hours ago
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?
Paper • 2605.06527 • Published • 42
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems
Paper • 2605.14892 • Published • 46
Darwin Family: MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning
Paper • 2605.14386 • Published • 54
Self-Distilled Agentic Reinforcement Learning
Paper • 2605.15155 • Published • 93
Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling
Paper • 2605.13301 • Published • 149
Agentic Discovery of Neural Architectures: AIRA-Compose and AIRA-Design
Paper • 2605.15871 • Published • 4
Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution
Paper • 2605.15301 • Published • 14
Distilling Long-CoT Reasoning through Collaborative Step-wise Multi-Teacher Decoding
Paper • 2605.02290 • Published • 29
Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR
Paper • 2605.15726 • Published • 25
upvoted 5
papers 5 days ago
Reward Hacking in Rubric-Based Reinforcement Learning
Paper • 2605.12474 • Published • 5
Do not copy and paste! Rewriting strategies for code retrieval
Paper • 2605.08299 • Published • 10
Continual Harness: Online Adaptation for Self-Improving Foundation Agents
Paper • 2605.09998 • Published • 16
Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training
Paper • 2605.12483 • Published • 9
Teaching Language Models to Think in Code
Paper • 2605.07237 • Published • 27
upvoted a paper 7 days ago
upvoted 4
papers 10 days ago
AI Co-Mathematician: Accelerating Mathematicians with Agentic AI
Paper • 2605.06651 • Published • 15
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning
Paper • 2605.06130 • Published • 108
SkillOS: Learning Skill Curation for Self-Evolving Agents
Paper • 2605.06614 • Published • 44
Auto Research with Specialist Agents Develops Effective and Non-Trivial Training Recipes
Paper • 2605.05724 • Published • 15