Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch.
1.在无图、sd图的情况下设计实现基于搜索、博弈等的变道算法的决策规划算法，旨在提出一种基于算法的方法来解决最佳间隙查找问题。
2.与跨职能团队密切合作，将决策规划算法集成到整个自动驾驶系统架构中。
3.分析和解决与L2++自主性相关的现实挑战，包括噪声输入、不稳定预测，以获得当前Frame下的最优结果和稳定鲁棒的决策/选空逻辑。
4.不断基于论文进行优化和增强决策规划算法，以提高整体系统效率、适应性和可靠性。
5.参与项目规划、里程碑设定和进度跟踪，以确保自动驾驶功能及时交付量产。
6.具备阅读和复制论文以解决复杂问题的能力和自我意识。
1.计算机科学、电子工程、数学或相关专业硕士及以上学历。
2.人工智能和自动驾驶专家，精通自动变道决策算法，擅长POMDP、MCTS、强化学习（RL）和人工智能搜索方法、树、图搜索方法。
3.具有C++多线程、嵌入式系统的深厚背景。熟悉A*搜索、动态规划（DP）、多智能体系统的博弈论和图搜索/树搜索。
4.需要深入思考变道的KPI，特别是系统级KPI和子系统KPI，具备体系化、场景化的KPI的能力。
5.熟悉数值优化原理和工程实现，例如图搜索、树搜索。
6.精通C++、Python等编程语言，具有较强的算法开发和实现编码能力
The Bosch Group is a leading global supplier of technology and services. It employs roughly 417,900 associates worldwide (as of December 31, 2024). According to preliminary figures, the company generated sales of 90.5 billion euros in 2024. Its operations are divided into four business sectors: Mobility, Industrial Technology, Consumer Goods, and Energy and Building Technology. With its business activities, the company aims to use technology to help shape universal trends such as automation, electrification, digitalization, connectivity, and an orientation to sustainability. In this context, Bosch’s broad diversification across regions and industries strengthens its innovativeness and robustness. Bosch uses its proven expertise in sensor technology, software, and services to offer customers cross-domain solutions from a single source. It also applies its expertise in connectivity and artificial intelligence in order to develop and manufacture user-friendly, sustainable products. With technology that is “Invented for life,” Bosch wants to help improve quality of life and conserve natural resources. The Bosch Group comprises Robert Bosch GmbH and its roughly 470 subsidiary and regional companies in over 60 countries. Including sales and service partners, Bosch’s global manufacturing, engineering, and sales network covers nearly every country in the world. Bosch’s innovative strength is key to the company’s further development. At 136 locations across the globe, Bosch employs some 86,900 associates in research and development, of which nearly 48,000 are software engineers.
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