…SPIN enforces a strict DAG contract through \_validate\_plan\_text and repair prompting , producing executable plans before downstream execution, and then evaluates DAG prefixes incrementally to stop when the current prefix is…
…Can Multimodal Agent Escape Blind Execution in Interactive Website Generation? Published on Apr 30 Submitted by Mathsion Wong on May 1 IP Intelligence Authors: Qiyao Wang , , , , , , Abstract InteractWeb-Bench presents the first…
…Learning Policies by Repairing Executable Knowledge Bases (2026) An Execution-Verified Multi-Language Benchmark for Code Semantic Reasoning (2026) EVE: Verifiable Self-Evolution of MLLMs via Executable Visual Transformations (2026) AutoPyVerifier: Learning…
…a Diverse Task Generation Module that systematically creates a comprehensive test suite for various skills; a Lightweight Optimization Module dedicated to optimizing skill prompts and their corresponding code; a Comparative Execution Module…
…PhysicianBench provides a realistic and execution-grounded benchmark for measuring progress toward autonomous clinical agents. This is an automated message from the Librarian Bot . I found the following papers similar to this…
… View arXiv page View PDF Add to collection Community Interesting breakdown of this paper on arXivLens: https://arxivlens.com/PaperView/Details/skillos-learning-skill-curation-for-self-evolving-agents-2996-f8487b82 Covers the executive summary, detailed methodology, and practical applications. …
…Given a task instruction and scene context, ExoActor synthesizes plausible execution processes that implicitly encode coordinated interactions between robot, environment, and objects. Such video output is then transformed into executable humanoid behaviors…
…Current models are not reliable rule executers, they fail silently and abruptly when they hit their walls. This is an automated message from the Librarian Bot . I found the following papers similar…
… The following papers were recommended by the Semantic Scholar API SkillOpt: Executive Strategy for Self-Evolving Agent Skills 2026 Skills on the Fly: Test-Time Adaptive Skill Synthesis for LLM Agents 2026 SkillGen: Verified Inference-Time Agent Skill Synthesis 2026 CODESKILL: Learning Self-Evolving… …
…AI-generated summary Tool-integrated reasoning (TIR) has emerged as a dominant paradigm for mathematical problem solving in language models , combining natural language (NL) reasoning with code execution . However, this interleaved setup…