Reinforcement Learning Theory Reading Group
This is the official website for Scool RL theory reading group.
General information:
Welcome to the Reinforcement Learning Theory Reading Group at Scool, Inria Lille.
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Who: Everyone is welcome.
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When: Every Thursday, 2:00-3:00 UTC +2 (subject to micro-adjustments which will be displayed if any), (If you want to attend, but the time does not suit you, please let me know)
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Where: Batiment A, Salle A00.
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Assumed Background: Basics in Reinforcement Learning, Basics in Learning Theory and Information Theory.
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Operation mode: Discussing papers. Some papers may go out of the scope of RL and we may include topics in a much broader sense.
Organizers:
Ayoub Ajarra. PhD Student at Scool.
Scheduled planning:
| Title | Topic | Link | Presenter | Location | Date | Materials |
|---|---|---|---|---|---|---|
| General introduction and open discussion | General | Ayoub | Salle A00 | Thur, Feb 15, 2023 | Slides Video Recording | |
| On the complexity of adversarial decision making | Decision Making Theory | Link | Ayoub | Salle A00 | Thur, Feb 22, 2023 | Slides Video Recording |
| Unifying PAC and Regret: Uniform PAC bounds for episodic Reinforcement Learning | RL theory | Link | Ayoub | Salle A00 | Thur, Feb 29, 2023 | Slides Video Recording |
| Exponential Hardness of Reinforcement Learning with Linear Function Approximation | RL theory | Link | Ayoub | Salle A00 | Thur, Mar 07, 2023 | Slides Video Recording |
| Policy Certificates: Towards Accountable Reinforcement Learning | RL theory | Link | Ayoub | Salle A00 | Thur, Mar 14, 2023 | Slides Video Recording |
Contact
If you are interested in sharing your work wuth our reading group, please reach out to one of the organizers listed above.
