Postdoctoral Research Visit F/M Postdoctoral position on Theory of Reinforcement Learning and Bandits under structures and constraints
il y a 2 semaines
In this postdoctoral research position, the candidate will be supported by a team of researchers and will have the opportunity to work on a project that involves understanding the impact of different types of constraints and structures on the performance and design of bandit and RL algorithms.
Research MissionThe postdoc will investigate the fundamental question of reinforcement learning and bandits under non-linear and dynamic constraints and will work in tandem with a PhD student to develop constrained RL formulations for robustness, privacy, and unbiasedness sequential decision making and adaptive testing.
Main Activities- Bibliographical search and proposing original ideas related to the topic of the Ph.D.
- Developing and presenting the work in the school seminar, workshops, and conferences.
- Writing papers to get them accepted in the best conferences and journals of our field of research.
- A strong background in mathematics/statistics.
- A good knowledge of machine learning, reinforcement learning, statistics, and algorithms.
- Broad interest for responsible and trustworthy AI.
- Knowledge of programming languages such as Python and C/C++.
- Some experience with implementation and experimentation.
- A good command of English.
- Subsidized meals.
- Partial reimbursement of public transport costs.
- Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave.
- Possibility of teleworking and flexible organization of working hours.
- Professional equipment available.
- Social, cultural, and sports events and activities.
- Access to vocational training.
- Social security coverage.
Gross monthly salary: 2788 €.
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