Stochastic processes with reinforcement

Berlin, November 03–06, 2026

Registration will open soon.

The goal of the workshop is to bring together researchers working on reinforcement from a variety of perspectives, including urn models, preferential attachment, edge- and vertex-reinforced random walks, and learning-inspired stochastic dynamics. A further aim is to stimulate discussion around emerging directions, including models with non-trivial spatial interactions and connections to reinforcement learning, including multi-armed bandit models.

The scientific programme will start on the morning of Tuesday, November 03, and end the early afternoon on Friday, November 06.
Here you find a tentative program:

Timetable and Abstracts

Minicourses

Pierre Tarrès (NYU Shanghai)

Invited speakers

Johannes Bäumler (University of Koblenz)
Codina Cotar (University College London)
Steffen Dereich (University of Münster)
Leif Döring (University of Mannheim)
Aurélien Garivier (ENS de Lyon)
Clemens Heitzinger (WIAS Berlin)
Peter Mörters (University of Cologne)
Silke Rolles (TU Munich)
Nadia Sidorova (University College London)
Debleena Thacker (Durham University)

WIAS

© Weierstrass Institute.

The venue of the workshop is the main building of the Weierstrass Institute at Anton-Wilhelm-Amo-Str. 39 in 10117 Berlin-Mitte.

Suggestions for lunch places

There are many places around where one can get lunch; a few are listed below. For most places it may be difficult to find enough space for bigger groups, we made some indications of what sizes of tables one could expect to get.

Chupenga - Burritos (3min walk)
Lunch Time - Italian food (3min walk, tables for pm 4 people)
Noumi - Asian food (4min walk, tables for pm 4 people)
Fontana di Trevi - Italian food (4min walk)
Huong Lua - Vietnamese food (11min walk)
Ishin - Japanese food (13min walk)
China town (6min walk)

The organisers have reserved hotel rooms for the speakers at the hotel Motel One Berlin-Alexanderplatz.

The other participants should arrange their own accomodation.

From Motel-One Alexanderplatz one can either walk about 22 minutes or take the U2 from Alexanderplatz to Hausvogteiplatz (about 12 minutes in total):

If you have any questions, please do not hesitate to contact the organisers at iyer@wias-berlin.de
magnanini@wias-berlin.de

Homepage of the SPP2265.