RL Theory Reading Group
General information:
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When: Every Thursday, 2:00-3:00 UTC +2 (subject to micro-adjustments which will be displayed if any).
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Location: Batiment A, Salle A00.
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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.
Schedule
General introduction and open discussion
Topic: General
Presenter: Ayoub
Location: Salle A00
Date: Thur, Feb 15, 2023
On the complexity of adversarial decision making
Topic: Decision Making Theory
Paper: arXiv Link
Presenter: Ayoub
Location: Salle A00
Date: Thur, Feb 22, 2023
Unifying PAC and Regret: Uniform PAC bounds for episodic Reinforcement Learning
Topic: RL Theory
Paper: arXiv Link
Presenter: Ayoub
Location: Salle A00
Date: Thur, Feb 29, 2023
Exponential Hardness of Reinforcement Learning with Linear Function Approximation
Topic: RL Theory
Paper: arXiv Link
Presenter: Ayoub
Location: Salle A00
Date: Thur, Feb 29, 2023
Policy Certificates: Towards Accountable Reinforcement Learning
Topic: RL Theory
Paper: arXiv Link
Presenter: Ayoub
Location: Salle A00
Date: Thur, Mar 14, 2023
Contact
If you are interested in sharing your work wuth our reading group, please reach out to me.
