Responsibilities 1、调研强化学习算法，在业务场景实现算法Research and Implement of Reinforcement Learning Algorithms in Industrial Applications 2、对比各种强化学习算法的表现Compare the Performance of Various Reinforcement Learning Algorithms 3、对其中的一部分算法进行优化改进Optimize and Improve Algorithms 4、完成调研报告、分析报告Complete Reports Requirements 1、硕士在读及以上，具备扎实的强化学习/深度学习理论功底Master's Degree in Progress or Higher, with a Solid Theoretical Foundation in Reinforcement Learning/Deep Learning 2、熟悉深度学习常用理论和方法，熟练使用Pytorch等主流框架实现模型搭建以及算法调优Experienced in Deep Learning and Familiar with Mainstream Frameworks to Build Models and Optimize Algorithms 3、熟悉常见强化学习算法Familiar with Common Reinforcement Learning Algorithms 4、探索创新能力强，善于思考并解决问题，能够理解、复现和改进前沿算法Strong Ability to Explore and Innovate, Good at Thinking and Solving Problems, Able to Understand, Reproduce and Improve Cutting-edge Algorithms 5、有相关经验者优先Candidates with Relevant Experience are Preferred Benefits 1、有竞争力的实习津贴Competitive Internship Stipend 2、有转正机会Opportunity for Permanent Position Conversion 3、有与研究团队深度合作发表论文的机会Opportunity to Collaborate Deeply with the Research Team and Publish Papers 4、行业资深专家指导，引领技术前沿Guidance from Industry Senior Experts, Leading the Forefront of Technology 苏州易来科得科技有限公司(简称“易来科得”)面向全球市场提供锂离子电池、固态电池和氢燃料电池的研发软件工具链及解决方案，致力于通过数值仿真与人工智能技术为先进电池研发赋能。公司总部位于中国苏州，在北京和德国杜塞尔多夫设有子公司。公司为国际电池联盟（GBA）早期成员，并荣膺世界经济论坛2023年度“技术先锋”。 Suzhou Electroder Technology Co., Ltd. (referred to as " Electroder ") provides a comprehensive software toolchain and solutions for the research and development of lithium-ion batteries, solid-state batteries, and hydrogen fuel cells to the global market. Dedicated to empowering advanced battery research through numerical simulation and artificial intelligence technology, the company is headquartered in Suzhou, China, with subsidiaries in Beijing and Düsseldorf, Germany. Electroder is an early member of the Global Battery Alliance (GBA) and was honored as a "Technology Pioneer" by the World Economic Forum in 2023.