Contact

Availability
Address Phone e-mail
Computer Science and Engineering, Room 6452 chrdimi
Chalmers university of technology +46 31772 1044 @
SE-41296 Göteborg chalmers.se

Research


My research is in machine learning and artificial intelligence and involves (a) reinforcement learning and decision theory, (b) privacy, fairness, safety and security, (c) statistical inference and optimisation

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Software


Beliefbox - Statistical inference and decision making toolbox. Please cite using [BibTeX]

TORCS - The Open Racing Car Simulation [PDF] Please cite using [BibTeX]

Teaching


I primarily cover topics in algorithms, decision making and estimation.

Student projects


Open PhD projects

Exploration in reinforcement learning and generative networks

Master student projects

No specific master thesis projects are proposed, but you are welcome to contact me for projects in artificial intelligence, machine learning, or privacy.

Currently running projects

  • Inverse reinforcement learning.
  • Tensor recommendation systems.
  • Matching under uncertainty.
  • Inferring board game playing styles.

Recently completed projects.

  • Adaptive experiment design for drug development.
  • Recommendation system evaluation.
  • Sampling scheemes for large-scale news recommendation.
  • Identity bridging.
  • Learning to play games from databases of suboptimal play.
  • Reinforcement learning in large discrete domains.
  • Learning to play games from multiple imperfect teachers.
  • Large-scale content extraction from heterogeneous sources.
  • Robust Optimisation and Minimax Bayesian reinforcement learning.