Dr. Herke van Hoof
I am a researcher at the University of Amsterdam, where I focus on reinforcement learning. Currently, I am particularly interested in how reinforcement learning algorithms can make use of rich and structured prior knowledge, as captured in e.g. a knowledge graph, classical algorithms, or physics simulators.
Roles in Hybrid Intelligence: Co-Coordinator SIG Reinforcement Learning, Supervisor, former co-coordinator of the Adaptive HI research line
Hybrid Intelligence Research Objectives: Adaptive HI
Hybrid Intelligence Projects:
- 08 UvA Hybrid approaches to learn explainable sequential behaviours
- 17 TUD (Meta-) learning to give feedback in interactive learning
- 2.2 VU A RL-based assistant for Patient-centric Decision Making
Research interests: Reinforcement learning, structured data, robotics
Affiliations:
- University of Amsterdam (UVA)
More information: website