| A Growing Long-term Episodic & Semantic Memory | Oct 20, 2016 | Lifelong learningTransfer Learning | —Unverified | 0 |
| Learning to learn with backpropagation of Hebbian plasticity | Sep 8, 2016 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Incremental Robot Learning of New Objects with Fixed Update Time | May 17, 2016 | Active LearningGeneral Classification | CodeCode Available | 0 |
| A Deep Hierarchical Approach to Lifelong Learning in Minecraft | Apr 25, 2016 | Deep Reinforcement LearningLifelong learning | —Unverified | 0 |
| Multi-task and Lifelong Learning of Kernels | Feb 21, 2016 | General ClassificationGeneralization Bounds | —Unverified | 0 |
| Adaptive Skills, Adaptive Partitions (ASAP) | Feb 10, 2016 | Lifelong learning | —Unverified | 0 |
| Lifelong Learning with Non-i.i.d. Tasks | Dec 1, 2015 | Inductive BiasLifelong learning | —Unverified | 0 |
| Robotic Search & Rescue via Online Multi-task Reinforcement Learning | Nov 29, 2015 | Lifelong learningQ-Learning | —Unverified | 0 |
| Dual Memory Architectures for Fast Deep Learning of Stream Data via an Online-Incremental-Transfer Strategy | Jun 15, 2015 | Lifelong learningTransfer Learning | —Unverified | 0 |
| The Online Coupon-Collector Problem and Its Application to Lifelong Reinforcement Learning | Jun 10, 2015 | Lifelong learningreinforcement-learning | —Unverified | 0 |
