#### Federico Cornalba

Department of Mathematical Sciences

- Modelling of large-scale interacting particle systems
- Analysis and numerics of stochastic PDEs of Fluctuating Hydrodynamics
- Reinforcement Learning methods

Department of Mathematical Sciences

**Dr Daniel Kious**

Research interests:

- Reinforced random walks, self-interacting processes
- Random walks in random environment, or in dynamical environment
- Reinforcement learning

Daniel’s research is focused on the behaviour of random walks in random media, interacting particle systems, and percolation. In particular, he is interested in peculiar physical phenomena arising in their behaviour, such as the localisation or phase transitions of reinforced random walks, or the trapping mechanisms of random walks in random environments. He is also working on models of reinforcement learning, related to Game Theory.

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