The field is evolving rapidly, but seminar slots remain limited. To address this, we have curated a reading list, which, inevitably reflects our own preferences, and whatever papers we encountered during the last little while (this is also based on the papers that were recommended using the paper recommendation form). The list is by no means representative of all that is happening in RL theory around this time. The highlighted papers have either been presented or are scheduled for presentation in the seminars. Last updated: October 2024.