Program

Program

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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
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 Practical Session DRL 3 Solutions	Neuroscience Eleni Vasilaki Slides	Final Project Max Lapan
15:00	Advanced Deep RL Matteo Hessel Slides	Coffee Break		Coffee Break	Coffee Break
15:30	Advanced Deep RL Matteo Hessel Slides	Practical Session DRL 1 Solutions		Robotics Gerhard Neumann Slides	Final Project Max Lapan
16:30	Coffee Break			Final Project Max Lapan 1. Intro 2. TextWorld 3. MiniWoB: – standalone – colab
17:00	Advanced Deep RL Matteo Hessel Slides		Coffee Break
17:30	Advanced Deep RL Matteo Hessel Slides		Final Project Max Lapan Slides
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:

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