RRSI: Regularized Recursive Self-Improvement of Agent Harnesses
Paper • 2609.24972 • Published • 186
Han
Rujun
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NLP
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FinanceHarness: Autonomous Financial Deep Research Framework authored a paper about 1 month ago
EnvHarness: Awakening Static Worlds for Agent LearningOrganizations
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FinanceHarness: Autonomous Financial Deep Research Framework
Paper • 2607.27853 • Published • 12
EnvHarness: Awakening Static Worlds for Agent Learning
Paper • 2608.19880 • Published • 175
COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context
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RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards
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SkillOS: Learning Skill Curation for Self-Evolving Agents
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Budget-Aware Tool-Use Enables Effective Agent Scaling
Paper • 2511.17006 • Published • 34
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning
Paper • 2510.25992 • Published • 48
ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
Paper • 2509.25140 • Published • 15
Deep Researcher with Test-Time Diffusion
Paper • 2507.16075 • Published • 69
In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents
Paper • 2503.08026 • Published
Reverse Thinking Makes LLMs Stronger Reasoners
Paper • 2411.19865 • Published • 23
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
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RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering
Paper • 2407.13998 • Published
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