Program
Week 1:
| 26/6 MONDAY |
27/6 TUESDAY |
28/6 WEDNESDAY |
29/6 THURSDAY |
30/6 FRIDAY |
|
|---|---|---|---|---|---|
| 8:15-9:15 AM | Registration | ||||
| 9:15-9:30 AM | Opening Remarks | ||||
| 9:30-11:00 AM |
MDPs and Dynamic Programming Bruno Scherrer Slides |
Temporal Difference Methods Herke van Hoof Slides, video |
Hierarchical RL Anders Jonsson Slides, video |
Concentration Inequalities Yevgeny Seldin Slides, video |
Contextual Bandits Claire Vernade Slides, video |
| 11:00-11:15 AM | Coffee break | ||||
| 11:15-12:45 PM | From MDPs to RL Olivier Pietquin Slides, video |
Function Approximation Vincent François-Lavet Slides, video |
Policy Gradient Methods Niao He Slides, video |
Stochastic Multi-Armed Bandits Emilie Kaufmann Slides, video |
Exploration in RL Alessandro Lazaric Slides |
| 12:45-2:45 PM | Lunch break | ||||
| 2:45-4:15 PM | Dynamic Programming Roberto Cipollone, Nneka Okolo Code |
DQN Tutorial Antonin Raffin Slides, code |
PPO Tutorial Vincent Moens Slides, code, solutions |
MCTS Tutorial Tor Lattimore Slides, code |
Bandits Matteo Papini, Julia Olkhovskaia Code |
| 4:15-6:00 PM | Poster Session |
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| 6:00 PM | Welcome Reception | ||||
| 9:00 PM | Social Dinner | ||||
Week 2:
| 3/7 MONDAY |
4/7 TUESDAY |
5/7 WEDNESDAY |
|
|---|---|---|---|
| 9:30-11:00 AM | Regularization in RL Matthieu Geist Slides, video |
Representation Learning and RL Matteo Pirotta Slides |
Neural RL Daniel McNamee Slides |
| 11:00-11:15 AM | Coffee break | ||
| 11:15-12:45 PM | RL for Robotics Gerhard Neumann Slides, videos |
Model-based RL Felix Berkenkamp, Andreas Krause Slides, video |
Symmetries in RL Elise van der Pol |
| 12:45-2:45 PM | Lunch break | ||
| 2:45-4:15 PM | Primal-Dual Methods Gergely Neu Slides, video |
Safe RL Felix Berkenkamp Slides, video |
Community Talks, Final Quizz, Closing Remarks |
| 4:15-4:30 PM | Poster Session | Coffee break | |
| 4:30-6:00 PM | Primal-Dual RL Germano Gabbianelli Colab, Code and Solutions |
||
| 6:00 PM | Closing Reception | ||
| 9:00 PM | Concert | ||
Legend
Lectures Practical sessions Poster sessions Final quizz
Code and notebooks
https://github.com/rlsummerschool/practical-sessions
Locations
Lectures: Auditorium
Practical sessions: Room 52.015
Poster session: Sala Aranyo
The registration desk will be just outside of the auditorium