Universal Deep Research: Bring Your Own Model and Strategy
Paper
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2509.00244
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Published
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13
Large Language Models
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The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Paper • 2509.02547 • Published • 227 -
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
Paper • 2510.00515 • Published • 39 -
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search
Paper • 2509.25454 • Published • 140 -
Demystifying Reinforcement Learning in Agentic Reasoning
Paper • 2510.11701 • Published • 31 -
deepseek-ai/DeepSeek-Math-V2
Text Generation • 685B • Updated • 5.43k • 674 -
T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and Playground
Paper • 2512.10430 • Published • 113 -
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss
Paper • 2512.23447 • Published • 83