ICML Submissions

CPR: Classifier-Projection Regularization for Continual Learning
Sungmin Cha, Hsiang Hsu, Flavio du Pin Calmon, and Taesup Moon
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Attention Option-Critic
Raviteja Chunduru, Doina Precup
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Chaotic Continual Learning
Touraj Laleh, Mojtaba Faramarzi, Irina Rish, Sarath Chandar
- 14 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Off-Policy Adversarial Inverse Reinforcement Learning
Samin Yeasar Arnob
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Skill Discovery for Exploration and Planning using Deep Skill Graphs
Akhil Bagaria, Jason Crowley, Jing Wei Nicholas Lim, George Konidaris
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition and Selective Transfer
Aswin Raghavan, Jesse Hostetler, Indranil Sur, Abrar Rahman, Ajay Divakaran
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Federated Continual Learning with Weighted Inter-client Transfer
Jaehong Yoon, Wonyong Jeong, Giwoong Lee, Eunho Yang, Sung Ju Hwang
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Explore then Execute: Adapting without Rewards via Factorized Meta-Reinforcement Learning
Evan Zheran Liu, Aditi Raghunathan, Percy Liang, Chelsea Finn
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent
Mehdi Abbana Bennani, Masashi Sugiyama
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Towards an Unsupervised Method for Model Selection in Few-Shot Learning
Simon Guiroy, Vikas Verma, Christopher Pal
- 15 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Bridging Worlds in Reinforcement Learning with Model-Advantage
Nirbhay Modhe, Harish K Kamath, Dhruv Batra, Ashwin Kalyan
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Active Online Domain Adaptation
Yining Chen, Haipeng Luo, Tengyu Ma, Chicheng Zhang
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Unsupervised Progressive Learning and the STAM Architecture
James Smith, Seth Baer, Cameron Taylor, Constantine
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Importance Weighting with a Adversarial Network for Large-Scale Sleep Staging
Samaneh Nasiri, Gari D. Clifford
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers
Benjamin Eysenbach, Swapnil Asawa, Shreyas Chaudhari, Ruslan Salakhutdinov, Sergey Levine
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Rewriting History with Inverse RL: Hindsight Inference for Policy Improvement
Benjamin Eysenbach, Xinyang Geng, Sergey Levine, Ruslan Salakhutdinov
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning
Sandeep Madireddy, Angel Yanguas-Gil, Prasanna Balaprakash
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Covariate Distribution aware Meta-learning
Amrith Setlur, Saket Dingliwal, Barnabas Poczos
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Hierarchical Expert Networks for Meta-Learning
Heinke Hihn, Daniel A. Braun
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Learning Intrinsically Motivated Options to Stimulate Policy Exploration
Louis Bagot, Kevin Mets, Steven Latré
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Lifelong Learning of Factored Policies via Policy Gradients
Jorge A Mendez, ERIC EATON
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Taming the Herd: Multi-Modal Meta-Learning with a Population of Agents
Robert Müller, Jack Parker-Holder, Aldo Pacchiano
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Wandering Within a World: Online Contextualized Few-Shot Learning
Mengye Ren, Michael L. Iuzzolino, Michael C. Mozer, Richard S. Zemel
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Efficient Adaptation for End-to-End Vision-Based Robotic Manipulation
Ryan Julian, Benjamin Swanson, Gaurav S. Sukhatme, Sergey Levine, Chelsea Finn, Karol Hausman
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Evaluating Logical Generalization in Graph Neural Networks
Koustuv Sinha, Shagun Sodhani, Joelle Pineau, William L. Hamilton
- 12 Jun 2020 (modified: 13 Jul 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone