| Generative Memory for Lifelong Reinforcement Learning | Feb 22, 2019 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| Online Meta-Learning | Feb 22, 2019 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Controlled Forgetting: Targeted Stimulation and Dopaminergic Plasticity Modulation for Unsupervised Lifelong Learning in Spiking Neural Networks | Feb 8, 2019 | Lifelong learning | —Unverified | 0 |
| Lifelong Testing of Smart Autonomous Systems by Shepherding a Swarm of Watchdog Artificial Intelligence Agents | Dec 21, 2018 | Decision MakingLifelong learning | —Unverified | 0 |
| Learning What to Remember: Long-term Episodic Memory Networks for Learning from Streaming Data | Dec 11, 2018 | Lifelong learningQuestion Answering | —Unverified | 0 |
| Efficient Lifelong Learning with A-GEM | Dec 2, 2018 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Towards Training Recurrent Neural Networks for Lifelong Learning | Nov 16, 2018 | Lifelong learning | —Unverified | 0 |
| On the role of neurogenesis in overcoming catastrophic forgetting | Nov 6, 2018 | Incremental LearningLifelong learning | —Unverified | 0 |
| Accumulating Knowledge for Lifelong Online Learning | Oct 26, 2018 | Lifelong learningTransfer Learning | —Unverified | 0 |
| Toward an AI Physicist for Unsupervised Learning | Oct 24, 2018 | Lifelong learning | CodeCode Available | 0 |
| Three continual learning scenarios and a case for generative replay | Sep 27, 2018 | Continual LearningLifelong learning | —Unverified | 0 |
| Uncertainty-guided Lifelong Learning in Bayesian Networks | Sep 27, 2018 | Continual LearningLifelong learning | —Unverified | 0 |
| Generative replay with feedback connections as a general strategy for continual learning | Sep 27, 2018 | Continual LearningLifelong learning | CodeCode Available | 2 |
| Abstraction Learning | Sep 11, 2018 | Lifelong learning | —Unverified | 0 |
| Flatland: a Lightweight First-Person 2-D Environment for Reinforcement Learning | Sep 3, 2018 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| Lifelong Learning via Progressive Distillation and Retrospection | Sep 1, 2018 | Knowledge DistillationLifelong learning | —Unverified | 0 |
| Deep Stacked Stochastic Configuration Networks for Lifelong Learning of Non-Stationary Data Streams | Aug 7, 2018 | Continual LearningLifelong learning | —Unverified | 0 |
| Will it Blend? Composing Value Functions in Reinforcement Learning | Jul 12, 2018 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| Policy and Value Transfer in Lifelong Reinforcement Learning | Jul 1, 2018 | Lifelong learningreinforcement-learning | —Unverified | 0 |
| Selfless Sequential Learning | Jun 14, 2018 | Lifelong learning | CodeCode Available | 0 |
| Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-Organization | May 28, 2018 | Active LearningContinuous Object Recognition | CodeCode Available | 0 |
| A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols | May 25, 2018 | Lifelong learningSegmentation | CodeCode Available | 1 |
| Lifelong Domain Word Embedding via Meta-Learning | May 25, 2018 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
| Self-Net: Lifelong Learning via Continual Self-Modeling | May 25, 2018 | Continual LearningLifelong learning | CodeCode Available | 0 |
| Differentiable plasticity: training plastic neural networks with backpropagation | Apr 6, 2018 | Lifelong learningMeta-Learning | CodeCode Available | 0 |
