| 5:00 AM - 5:15 AM |
Opening
Remarks |
| 5:15 AM - 6:00 AM |
Invited Talk:Challenges &
Opportunities in
Lifelong Reinforcement Learning by Katja Hofmann |
| 6:00 AM to 6:45 AM |
Invited Talk: Never-ending
Learning by Partha Pratim Talukdar
|
| 6:45 AM to 7:00 AM |
Contributed Talk: Continual
Deep Learning by Functional Regularisation of Memorable Past |
| 7:00 AM - 9:00 AM |
First Poster
Session
|
| 9:00 AM to 9:45 AM |
Invited Talk: Credit assignment
and meta-learning in a single
lifelong trial by Jürgen Schmidhuber |
| 9:45 AM to 10:00 AM |
Contributed Talk: Combining
Variational
Continual Learning with FiLM Layers |
| 10:00 AM to 10:15 AM |
Contributed Talk: Wandering
Within a World: Online Contextualized Few-Shot Learning |
| 10:15 AM to 11:00 AM |
Invited Talk: Lifelong
Learning: Towards Broad
and Robust AI by Irina Rish
|
| 11:00 AM to 12:00 PM |
Second Poster
Session |
| 12:00 PM to 12:15 PM |
Contributed Talk: Deep
Reinforcement Learning
amidst Lifelong Non-Stationarity |
| 12:15 PM to 12:30 PM |
Contributed Talk: Lifelong Learning
of
Factored Policies via Policy Gradients |
| 12:30 PM to 1:15 PM |
Invited Talk: The FOAK Cycle
for Model-based Life-long Learning
by Rich Sutton |
| 1:15 PM to 1:30 PM |
Contributed
Talk: Gradient
Based Memory Editing for Task-Free Continual Learning |
| 1:30 PM to 2:30 PM |
Panel
Discussion |
| 2:30 PM to 2:45 PM |
Concluding
Remarks |