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| 07-01 | 07-02 | 07-03 | 07-04 | 07-05 | |
| MONDAY | TUESDAY | WEDNESDAY | THURSDAY | FRIDAY | |
| 09:00 | Registration | Stochastic Bandits Emilie Kaufmann Slides |
MDP Bruno Scherrer Slides |
Introduction RL Olivier Pietquin Slides |
Policy Gradient Matteo Pirotta Slides |
| 10:30 | Opening remarks | Coffee Break | Coffee Break | Coffee Break | Coffee Break |
| 10:45 | Basic Statistics Guillaume Obozinski Slides on Concentration inequalities |
Structured Bandits Odalric-Ambrym Maillard Slides |
MDP Bruno Scherrer Slides |
Introduction RL Olivier Pietquin Slides |
Policy Gradient Matteo Pirotta Slides |
| 12:15 | Lunch Break | Lunch Break | Lunch Break | Lunch Break | Lunch Break |
| 14:00 | Basic Statistics Guillaume Obozinski Slides on Markov chains Slides on Supervised learning |
Healthcare Audrey Durand Slides |
Rec. Systems Jérémie Mary Slides |
Energy Gabriel Dulac-Arnold Slides |
RL Good practice Vincent François-Lavet Slides |
| 15:00 | Coffee Break | Coffee Break | Coffee Break | Coffee Break | |
| 15:30 | Coffee Break | Practical Session Bandits
Solutions: Colab Notebook |
Practical Session Rec. Systems (.zip) Solutions |
Neural Networks Ludovic Denoyer |
Practical Session RL
Solutions |
| 16:00 | Stochastic Bandits Emilie Kaufmann Slides |
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| 18:00 | Welcoming cocktail | ||||
| 18:30 | Dinner at Couvent des Minimes |
| 07-08 | 07-09 | 07-10 | 07-11 | 07-12 | |
| MONDAY | TUESDAY | WEDNESDAY | THURSDAY | FRIDAY | |
| 09:00 | Structured Bandits Odalric-Ambrym Maillard Slides |
Exploration Alessandro Lazaric Slides on RL |
Safe RL Felix Berkenkamp Slides |
MCTS Tristan Cazenave Slides |
Final Project Max Lapan |
| 10:30 | Coffee Break | Coffee Break | Coffee Break | Coffee Break | Coffee Break |
| 10:45 | Bandits for Optimization Emilie Kaufmann Slides |
Exploration Alessandro Lazaric Slides on DRL |
Learning without a Reward Bilal Piot |
Multi-agent Marc Lanctot Slides |
Final Project Max Lapan |
| 12:15 | Lunch Break | Lunch Break | Lunch Break | Lunch Break | Lunch Break |
| 14:00 | Video Games Oriol Vinyals |
Language Florian Strub Slides |
Practical Session DRL 2
Solutions Solutions
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Neuroscience Eleni Vasilaki Slides |
Final Project Max Lapan |
| 15:00 | Advanced Deep RL Matteo Hessel Slides |
Coffee Break | Coffee Break | Coffee Break | |
| 15:30 | Practical Session DRL 1
Solutions |
Robotics Gerhard Neumann Slides |
Final Project Max Lapan |
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| 16:30 | Coffee Break | Final Project Max Lapan 3. MiniWoB: |
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| 17:00 | Advanced Deep RL Matteo Hessel Slides |
Coffee Break | |||
| 17:30 | Final Project Max Lapan Slides |
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| 18:30 | Dinner and Party at Gare St. Sauveur | Poster Session |
All materials for the Practical Sessions can be found here.
The final project is managed and taught by Max Lapan, the author of:
