Dockerless: Environment-Free Program Verifier for Coding Agents
Paper • 2606.28436 • Published • 116
Papers
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Program-as-Weights: A Programming Paradigm for Fuzzy Functions
Paper • 2607.02512 • Published • 309 -
EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments
Paper • 2607.02440 • Published • 51 -
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks
Paper • 2606.29082 • Published • 43 -
SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History
Paper • 2606.08671 • Published • 47 -
AgenticDataBench: A Comprehensive Benchmark for Data Agents
Paper • 2607.01647 • Published • 38 -
MemSyco-Bench: Benchmarking Sycophancy in Agent Memory
Paper • 2607.01071 • Published • 31 -
Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs
Paper • 2606.32032 • Published • 29 -
EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning
Paper • 2601.02163 • Published • 15 -
RAG-Anything: All-in-One RAG Framework
Paper • 2510.12323 • Published • 84 -
Tucker Attention: A generalization of approximate attention mechanisms
Paper • 2603.30033 • Published -
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
Paper • 2607.05147 • Published • 48