基本信息
浏览量:230
职业迁徙
个人简介
I am an assistant professor at the Algorithmics group, Delft University of Technology, Delft, The Netherlands.
I held a Marie Curie fellowship in the same group, and before I was a senior research scientist at the Institute for Systems and Robotics, Instituto Superior Técnico, Lisbon, Portugal. I have received a PhD degree in Computer Science (2006) and an MSc degree in Artificial Intelligence (2002), both from the University of Amsterdam, The Netherlands. My PhD thesis has been selected as runner-up for EURON's 7th Georges Giralt PhD Award.
My research focuses on decision making under uncertainty for single agents (such as robots) as well as multiagent systems. A major goal of Artificial Intelligence is designing agents: systems that perceive their environment and execute actions. In particular, a fundamental question is how to build intelligent agents. When uncertainty and many agents are involved, this question is particularly challenging and has not yet been answered in a satisfactory way.
Uncertainty manifests itself in various forms when computing plans for agents, in particular in real-world scenarios involving robots. For an agent in isolation, planning under uncertainty in acting and sensing has been studied using decision-theoretic models like Partially Observable Markov Decision Processes (POMDPs). However single-agent, centralized methods do not suffice for large-scale multiagent systems, for which I study multiagent extensions such as the decentralized POMDP (Dec-POMDP) model.
Professional service
General chair of ICAPS 2018 in Delft (with Mathijs de Weerdt)
Tutorials co-chair at AAMAS 2017
Workshops co-chair at ICAPS 2015
Editor of AI Magazine's Worldwide AI column
Associate Editor, Journal of Artificial Intelligence Research
Chair of the 2015 AAAI Fall Symposium on Sequential Decision Making for Intelligent Agents
Member of the IFAAMAS Board of Directors
研究兴趣
论文共 168 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
ICML 2023pp.3732-3756, (2023)
引用2浏览0EI引用
2
0
arXiv (Cornell University) (2023)
CoRR (2023)
引用0浏览0EI引用
0
0
AAAIno. 9 (2023): 10798-10806
引用8浏览0EI引用
8
0
arXiv (Cornell University) (2022)
引用0浏览0引用
0
0
MACHINE LEARNINGno. 3 (2022): 859-887
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn