2nd Offline Reinforcement Learning Workshop

Neural Information Processing Systems (NeurIPS)

December 14, 2021

@OfflineRL ยท #OFFLINERL

Throughout the day we will be livestreaming invited talks, contributed talks, Q/A sessions and a live panel discussion. To watch the livesteam, join the zoom link on: offline RL workshop page on neurips.cc. All times listed are in PST. Please click here for a timezone converter from PST. You can submit questions for the panelists using the form below.

Time (PST) Speaker Title Recording
9:00am - 9:10am PST Rishabh Agarwal Opening Remarks [LIVE]
9:10am - 9:45am PST Aviv Tamar Invited Talk: Learning to Explore from Data Video
9:45am - 10:40am PST Ajay Mandlekar, Gokul Swamy, Yunzong Xu, Luckeciano Melo Contributed Talks:
  • What Matters in Learning from Offline Human Demonstrations for Robot Manipulation
  • What Would the Expert do(.)?: Causal Imitation Learning
  • Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation
  • PulseRL: Enabling Offline Reinforcement Learning for Digital Marketing Systems via Conservative Q-Learning
  • Q/A [LIVE]
  • Video 1
  • Video 2
  • Video 3 [n/a]
  • Video 4
  • 10:40am - 11:45am PST Poster Session 1 (gather.town)
  • Room 1
  • Room 2
  • 11:45am - 12:21pm PST Angela Schoellig Invited Talk: Offline RL for Robotics [LIVE]
    12:21pm - 12:57pm PST Sham Kakade Invited Talk: Generalization theory in Offline RL [LIVE]
    1:00pm - 2:00pm PST Sham Kakade, Minmin Chen, Philip Thomas, Angela Schoellig, Barbara Engelhardt Invited Speaker Panel [LIVE]
    2:00pm - 3:00pm PST Sergey Levine, Nando de Freitas, Emma Brunskill, Finale Doshi-Velez Retrospective Speaker Panel [LIVE]
    3:00pm - 3:36pm PST Minmin Chen Invited Talk: Offline RL for Recommendation Systems [LIVE]
    4:06pm - 4:42pm PST Barbara Engelhardt Invited Talk: Offline RL for Clinical Decision Making [LIVE]
    4:43pm - 5:19pm PST Philip Thomas Invited Talk: Advances in (High-Confidence) Off-Policy Evaluation [LIVE]
    5:20pm - 6:20pm PST Poster Session 2 (gather.town) gather.town
  • Room 1
  • Room 2