The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents
Paper • 2610.36077 • Published • 391
Sarah Martin
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Player-1: Learning to Play from Synthetic ExperienceOrganizations
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papers about 2 months ago
Continual Learning Mechanisms Compose for Long-Horizon Memorization
Paper • 2609.06986 • Published • 290
Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking
Paper • 2609.10745 • Published • 14
Scaling Automatic Research Agents via World Models
Paper • 2608.12564 • Published • 365
Let Confidence Change, Not the Prediction: Prediction-Preserving Repair for Post-hoc Calibration
Paper • 2609.01072 • Published • 13
Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training
Paper • 2608.26730 • Published • 101
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papers 3 months ago
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution
Paper • 2608.00677 • Published • 196
KVAE: Family of Tokenizers for Multimodal Generative Models
Paper • 2608.05798 • Published • 30
World-to-Wrist: Task-Conditioned Future Wrist Modeling for Fine-Grained Robot Manipulation
Paper • 2608.05369 • Published • 24
DyPES-VLA: Learning Shared Dynamics Priors and Embodiment-Specific Control for Cross-Embodiment Manipulation
Paper • 2608.06374 • Published • 19
RecHarness: A Bandit-Routed Agentic Harness for Self-Evolving Recommender Systems
Paper • 2607.29241 • Published • 11