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DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search

Mathematical Reasoning Models

DeepSeek2024-08-148 researchers
Field
Mathematical Reasoning Models
Organization
DeepSeek
arXiv
2408.08152

Canonical link

https://arxiv.org/abs/2408.08152

Connected researchers

Profile Reports

Runxin Xu

DeepSeek

Researcher at DeepSeek whose public homepage describes work on DeepSeek R1, V1, V2, V3, Math, Coder, and mixture-of-experts systems.

DeepSeek
Unknown 6
Profile Reports

Renqi Xu

DeepSeek

PhD student at Tsinghua University and visiting student at MIT, focused on theorem proving and formal verification in Lean.

DeepSeek
Unknown 1
Profile Reports

Daya Guo

DeepSeek / Moonshot AI

DeepSeek researcher focused on NLP, code intelligence, and LLM reasoning, with public work spanning DeepSeek-Coder, DeepSeekMath, DeepSeek-V2, DeepSeek-V3, and DeepSeek-R1.

DeepSeekMoonshot AI
Unknown 11
Profile Reports

Xinyu Zheng

DeepSeek

PhD student at Tsinghua University working on formal theorem proving, machine learning, formal methods, and programming languages.

DeepSeek
Unknown 1
Profile Reports

Qihao Zhu

DeepSeek

Research scientist focused on foundation models and multimodal large language models; his homepage notes earlier work at DeepSeek AI and current research at the University of Southern California.

DeepSeek
Unknown 8
Profile Reports

Zhiyuan Gou

DeepSeek

Researcher working on theorem proving and reinforcement learning.

DeepSeek
Unknown 1
Profile Reports

Y. Wu

DeepSeek

Yu Wu is a researcher at DeepSeek AI and head of its LLM Alignment Team. His public homepage highlights work on reinforcement learning and alignment for the DeepSeek model family, including DeepSeek-V3, DeepSeek-R1, and DeepSeekMath, and notes prior work at Microsoft Research Asia.

DeepSeek
Unknown 6
Profile Reports

Chong Ruan

DeepSeek

Researcher at DeepSeek and former master's student in EECS at Peking University. Public profiles list work on LLMs, multimodal systems, transformers, BERT, and machine translation.

DeepSeek
China 4

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