| Lifelong Metric Learning | May 3, 2017 | Lifelong learningMetric Learning | —Unverified | 0 |
| Analyzing Knowledge Transfer in Deep Q-Networks for Autonomously Handling Multiple Intersections | May 2, 2017 | Deep Reinforcement LearningLifelong learning | —Unverified | 0 |
| Lifelong Learning CRF for Supervised Aspect Extraction | Apr 29, 2017 | Aspect ExtractionLifelong learning | —Unverified | 0 |
| Encoder Based Lifelong Learning | Apr 6, 2017 | image-classificationImage Classification | —Unverified | 0 |
| Lifelong Learning with Weighted Majority Votes | Dec 1, 2016 | DiversityLifelong learning | —Unverified | 0 |
| Adaptive Skills Adaptive Partitions (ASAP) | Dec 1, 2016 | Lifelong learning | —Unverified | 0 |
| Expert Gate: Lifelong Learning with a Network of Experts | Nov 18, 2016 | image-classificationImage Classification | CodeCode Available | 0 |
| Differentiable Programs with Neural Libraries | Nov 7, 2016 | Lifelong learning | —Unverified | 0 |
| Towards Lifelong Self-Supervision: A Deep Learning Direction for Robotics | Nov 1, 2016 | Deep LearningLifelong learning | —Unverified | 0 |
| Regret Bounds for Lifelong Learning | Oct 27, 2016 | Dictionary LearningLifelong learning | —Unverified | 0 |
| 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 |
| Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret | May 21, 2015 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| Learning to see like children: proof of concept | Aug 11, 2014 | Lifelong learning | —Unverified | 0 |
| Representation as a Service | Feb 24, 2014 | Lifelong learning | —Unverified | 0 |
| A PAC-Bayesian bound for Lifelong Learning | Nov 12, 2013 | Lifelong learningTransfer Learning | —Unverified | 0 |
| Sequential Transfer in Multi-armed Bandit with Finite Set of Models | Jul 25, 2013 | Lifelong learningreinforcement-learning | —Unverified | 0 |