MARS: Modular Agent with Reflective Search for Automated AI Research Paper • 2602.02660 • Published Feb 2 • 67
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search Paper • 2509.25454 • Published Sep 29, 2025 • 148
Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents Paper • 2508.01858 • Published Aug 3, 2025 • 20
Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents Paper • 2508.01858 • Published Aug 3, 2025 • 20
The Invisible Leash: Why RLVR May Not Escape Its Origin Paper • 2507.14843 • Published Jul 20, 2025 • 85
LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts Paper • 2407.04973 • Published Jul 6, 2024
ProteinGPT: Multimodal LLM for Protein Property Prediction and Structure Understanding Paper • 2408.11363 • Published Aug 21, 2024
CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Paper • 2502.06111 • Published Feb 10, 2025