Can Computation from Earlier Problems Help LLMs Solve New Ones? Paper • 2609.39394 • Published 7 days ago • 8
Can Computation from Earlier Problems Help LLMs Solve New Ones? Paper • 2609.39394 • Published 7 days ago • 8
Agent-Editing World Model: Rethinking World Modeling for LLM Agents Paper • 2609.28416 • Published 14 days ago • 43
TurnSight: Turn-Level Hindsight Self-Distillation for Tool-Integrated Reasoning Paper • 2608.04007 • Published Aug 4 • 20
Towards Verifiable Multimodal Deep Research: A Multi-Agent Harness for Interleaved Report Generation Paper • 2605.29861 • Published May 28 • 11
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis Paper • 2505.16834 • Published May 22, 2025
SWE-World: Building Software Engineering Agents in Docker-Free Environments Paper • 2602.03419 • Published Feb 3 • 42
SWE-Master: Unleashing the Potential of Software Engineering Agents via Post-Training Paper • 2602.03411 • Published Feb 3 • 39
ClawGym: A Scalable Framework for Building Effective Claw Agents Paper • 2604.26904 • Published Apr 29 • 55
AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents Paper • 2603.14465 • Published Mar 15 • 23
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning Paper • 2603.03379 • Published Mar 3 • 32
LaSER: Internalizing Explicit Reasoning into Latent Space for Dense Retrieval Paper • 2603.01425 • Published Mar 2 • 9
LawThinker: A Deep Research Legal Agent in Dynamic Environments Paper • 2602.12056 • Published Feb 12 • 36
Budget-Constrained Agentic Large Language Models: Intention-Based Planning for Costly Tool Use Paper • 2602.11541 • Published Feb 12 • 2
DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents Paper • 2602.07035 • Published Feb 3 • 31
MR$^2$-Bench: Going Beyond Matching to Reasoning in Multimodal Retrieval Paper • 2509.26378 • Published Sep 30, 2025