…View arXiv page View PDF Add to collection Community SEIG is an agentic framework that reconstructs 3D scenes from single images by progressively generating executable Blender code, enabling novel-view synthesis, scene…
…Towards Multimodal Web Coding Evaluation for Code Language Models (2026) WebGameBench: Requirement-to-Application Evaluation for Coding Agents via Browser-Native Games (2026) WorldCoder-Bench: Benchmarking Physically Grounded 3D World Synthesis (2026…
…Empirically, we demonstrate that our approach achieves consistent improvements across a range of challenging text-based and GUI-based agent benchmarks. Code is available at https://github.com/HansenHua/EAPO-ICML26 and…
…and Prompt Engineering for Code Generation (2026) A Systematic Approach for Large Language Models Debugging (2026) Who Tests the Testers? Systematic Enumeration and Coverage Audit of LLM Agent Tool Call Safety (2026…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Mastering terminal environments requires language agents capable of multi-step planning , feedback-grounded execution , and dynamic state adaptation . However, training such agents is currently…
…rules and policies, and an agentic approach enables models to dynamically access statutes, showing mixed performance improvements across different model strengths. Generated by Qwen/Qwen2.5-Coder-32B-Instruct Deontic reasoning is…
…Selective and Dependency-Structured Memory Construction for LLM Agents (2026) MemORAI: Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents (2026) CodeTracer: Towards Traceable Agent States (2026) Please give…
…This design allows agents to accumulate, select, and refine task-relevant cases , transforming past experience into actionable knowledge. Across 16 diverse tasks spanning medical diagnosis, legal analysis, code generation, web search, tool…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct How can a population of agents self-orchestrate and self-adapt into stronger collective intelligence without centralized control? Inspired by Friedrich Hayek's economic…
…performance. Code at https://github.com/millioniron/ROLL. View arXiv page View PDF GitHub 3 Add to collection Community Asynchronous reinforcement learning improves rollout throughput for large language model agents by decoupling…