AutoForge: Automated Environment Synthesis for Agentic Reinforcement Learning Paper • 2512.22857 • Published Dec 28, 2025
BrowseComp-$V^3$: A Visual, Vertical, and Verifiable Benchmark for Multimodal Browsing Agents Paper • 2602.12876 • Published 22 days ago • 9
ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking Paper • 2510.24698 • Published Oct 28, 2025 • 21
WebLeaper: Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking Paper • 2510.24697 • Published Oct 28, 2025 • 21
Nested Browser-Use Learning for Agentic Information Seeking Paper • 2512.23647 • Published Dec 29, 2025 • 19
DocDancer: Towards Agentic Document-Grounded Information Seeking Paper • 2601.05163 • Published Jan 8 • 7
DocDancer: Towards Agentic Document-Grounded Information Seeking Paper • 2601.05163 • Published Jan 8 • 7
Nested Browser-Use Learning for Agentic Information Seeking Paper • 2512.23647 • Published Dec 29, 2025 • 19
Towards General Agentic Intelligence via Environment Scaling Paper • 2509.13311 • Published Sep 16, 2025 • 72
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning Paper • 2509.13305 • Published Sep 16, 2025 • 91
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling Paper • 2508.17445 • Published Aug 24, 2025 • 80
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Paper • 2508.05748 • Published Aug 7, 2025 • 141
OAgents: An Empirical Study of Building Effective Agents Paper • 2506.15741 • Published Jun 17, 2025 • 35
Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving Paper • 2507.06229 • Published Jul 8, 2025 • 76
KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation Paper • 2505.14552 • Published May 20, 2025 • 1