Program
Week 1:
| 26/6 MONDAY |
27/6 TUESDAY |
28/6 WEDNESDAY |
29/6 THURSDAY |
30/6 FRIDAY |
|
|---|---|---|---|---|---|
| 9:30-11:00 AM | MDPs and Dynamic Programming Bruno Scherrer |
Temporal Difference Methods Herke van Hoof |
Hierarchical RL Anders Jonsson |
Concentration Inequalities Yevgeny Seldin |
Contextual Bandits Claire Vernade |
| 11:00-11:15 AM | Coffee break | ||||
| 11:15-12:45 PM | From MDPs to RL Olivier Pietquin |
Function Approximation Vincent François-Lavet |
Policy Gradient Methods Niao He |
Stochastic Bandits Emilie Kaufmann |
Exploration in RL Alessandro Lazaric |
| 12:45-2:45 PM | Lunch break | ||||
| 2:45-4:15 PM | Practical Session | DQN Tutorial Antonin Raffin |
Actor-Critic Tutorial Vincent Moens |
MCTS Tutorial Tor Lattimore |
Practical Session Julia Olkhovskaya |
| 4:15-4:30 PM | Coffee break | ||||
| 4:30-6:00 PM | Practical Session | DQN Tutorial Antonin Raffin |
Actor-Critic Tutorial Vincent Moens |
MCTS Tutorial Tor Lattimore |
Poster Session |
Week 2:
| 3/7 MONDAY |
4/7 TUESDAY |
5/7 WEDNESDAY |
|
|---|---|---|---|
| 9:30-11:00 AM | Regularization in RL Matthieu Geist |
Representation Learning and RL Matteo Pirotta |
Neuroscience Daniel McNamee |
| 11:00-11:15 AM | Coffee break | ||
| 11:15-12:45 PM | RL for Robotics Gerhard Neumann |
Model-based RL Andreas Krause |
Symmetries in RL Elise van der Pol |
| 12:45-2:45 PM | Lunch break | ||
| 2:45-4:15 PM | Primal-Dual Methods Gergely Neu |
Safe RL Felix Berkenhamp |
TBD |
| 4:15-4:30 PM | Coffee break | ||
| 4:30-6:00 PM | Poster Session | Practical Session | Final Quizz |
Legend
Core topics lectures Advanced topics lectures Tutorial sessions Practical sessions Poster sessions Final quizz