ModelBest

强化学习自进化实习生

ModelBest  •  Onsite  •  3 hours ago
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Job Description

强化学习自进化实习生

北京

校招

实习

技术 - 算法

职位 ID:A85669

职位描述

我们正在探索 AI4AI、自进化智能体与长程 Agentic Learning 等前沿方向。你将参与组内核心强化学习项目,与我们一起训练能够持续探索、自我改进并解决复杂任务的智能体。 工作内容 1. 参与强化学习算法的设计、实现、实验与迭代 2. 搭建和优化 RL 训练基础设施,提高训练效率、稳定性与可扩展性 3. 参与 Agentic Coding、长程 Agent 及自进化系统的训练 4. 分析训练轨迹、奖励信号和数据分布,定位模型能力瓶颈 5. 设计和组织高质量训练数据与评测体系 6. 跟进并复现强化学习、Agent、自进化与具身智能领域的最新工作

职位要求

  1. 计算机、人工智能、自动化、数学等相关专业在读 2. 具备扎实的强化学习基础,理解常见算法及其训练机制 3. 算法能力强,能够快速理解论文并将想法落地为实验 4. 工程能力强,熟练使用 Python 和 PyTorch,具备良好的代码质量意识 5. 能独立完成实验设计、训练调试、结果分析与问题定位 6. 对 Agent、自进化、AI4AI 或具身智能方向有浓厚兴趣 7. 学习能力强,愿意面对开放性问题和高不确定性的研究任务 加分项 1. 在强化学习、Agent、AI4AI、自进化或具身智能方向发表过相关论文 2. 有大规模 RL 训练、分布式训练或 RL Infra 建设经验 3. 有 LLM Post-training、RLHF、Agentic RL 或 SWE-bench 相关经验 4. 具备良好的“数据品位”:能够敏锐观察数据、轨迹和训练现象,并据此设计数据配比、采样策略与实验 5. 有优秀的开源项目、竞赛成绩或可展示的研究成果 我们希望你 不一定同时精通算法与基础设施,但至少在其中一个方向有突出能力,并愿意深入真实、复杂的强化学习训练问题。 这里不仅是复现已有方法,你将有机会直接参与前沿方向探索,并对训练方案、数据设计、算法选择和系统实现产生实际影响。

投递

ModelBest

About ModelBest

ModelBest established in August 2022, is an Artificial Intelligence technology company headquartered in Beijing, China. The company is deeply rooted in the field of general AI, with a focus on the innovation and application transformation of large-scale models. ModelBest boasts a prestigious founding R&D team from the Tsinghua in the AI field. Leveraging numerous cutting-edge technologies in natural language processing, the company is currently constructing a large-scale pre-trained model library and corresponding tools, aiming to standardize the technology and applications of large models.

Based on the capabilities of the CPM series of large models, ModelBest has successfully facilitated the intelligent upgrade and efficiency enhancement of various industries. Moreover, the company has released a multi-modal dialog assistant with hundreds of billions of parameters, “Luca", to the public. Adhering to the core philosophy of "intelligence encompassing all", we look forward to exploring and expanding unknown possibilities with global partners, aiming to ensure AI technology serves humanity for a better life in a safe and inclusive manner, laying a solid foundation for the advent of the AGI world.

OpenBMB (Open Lab for Big Model Base,https://github.com/OpenBMB), founded by ModelBest Inc & TsinghuaNLP, aims to build foundation models and systems towards AGI.

Industry
Biotech & Life Sciences
Company Size
11-50 employees
Headquarters
Beijing, CN
Year Founded
2022
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