ICML 2020 Workshop LifelongML Submissions

Towards an Unsupervised Method for Model Selection in Few-Shot Learning
Simon Guiroy, Vikas Verma, Christopher Pal
- 15 Jun 2020 (modified: 05 May 2023)
- LifelongML@ICML2020
- Readers: Everyone
Chaotic Continual Learning
Touraj Laleh, Mojtaba Faramarzi, Irina Rish, Sarath Chandar
- 14 Jun 2020 (modified: 05 May 2023)
- LifelongML@ICML2020
- Readers: Everyone
Logical Composition in Lifelong Reinforcement Learning
Geraud Nangue Tasse, Steven James, Benjamin Rosman
- 12 Jun 2020 (modified: 05 May 2023)
- LifelongML@ICML2020
- 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: 05 May 2023)
- LifelongML@ICML2020
- Readers: Everyone
Hierarchical reinforcement learning for efficent exploration and transfer
Lorenzo Steccanella, Simone Totaro, Damien Allonsius, Anders Jonsson
- 12 Jun 2020 (modified: 05 May 2023)
- LifelongML@ICML2020
- 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: 22 Oct 2023)
- LifelongML@ICML2020
- Readers: Everyone
Gradient Based Memory Editing for Task-Free Continual Learning
Xisen Jin, Junyi Du, Xiang Ren
- 12 Jun 2020 (modified: 22 Oct 2023)
- LifelongML@ICML2020
- 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: 05 May 2023)
- LifelongML@ICML2020
- Readers: Everyone
La-MAML: Look-ahead Meta Learning for Continual Learning
Gunshi Gupta, Karmesh Yadav, Liam Paull
- 12 Jun 2020 (modified: 22 Oct 2023)
- LifelongML@ICML2020
- Readers: Everyone
Active Online Domain Adaptation
Yining Chen, Haipeng Luo, Tengyu Ma, Chicheng Zhang
- 12 Jun 2020 (modified: 22 Oct 2023)
- LifelongML@ICML2020
- Readers: Everyone
Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning
Sandeep Madireddy, Angel Yanguas-Gil, Prasanna Balaprakash
- 12 Jun 2020 (modified: 05 May 2023)
- LifelongML@ICML2020
- Readers: Everyone
Covariate Distribution aware Meta-learning
Amrith Setlur, Saket Dingliwal, Barnabas Poczos
- 12 Jun 2020 (modified: 22 Oct 2023)
- LifelongML@ICML2020
- 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: 05 May 2023)
- LifelongML@ICML2020
- Readers: Everyone
Bridging Worlds in Reinforcement Learning with Model-Advantage
Nirbhay Modhe, Harish K Kamath, Dhruv Batra, Ashwin Kalyan
- 12 Jun 2020 (modified: 05 May 2023)
- LifelongML@ICML2020
- 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: 05 May 2023)
- LifelongML@ICML2020
- Readers: Everyone
Generalizing Curricula for Reinforcement Learning
Sanmit Narvekar, Peter Stone
- 12 Jun 2020 (modified: 05 May 2023)
- LifelongML@ICML2020
- Readers: Everyone
Off-Policy Adversarial Inverse Reinforcement Learning
Samin Yeasar Arnob
- 12 Jun 2020 (modified: 22 Oct 2023)
- LifelongML@ICML2020
- Readers: Everyone
Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer
Seungwon Lee, Sima Behpour, ERIC EATON
- 12 Jun 2020 (modified: 05 May 2023)
- LifelongML@ICML2020
- Readers: Everyone
Rewriting History with Inverse RL: Hindsight Inference for Policy Improvement
Benjamin Eysenbach, Xinyang Geng, Sergey Levine, Ruslan Salakhutdinov
- 12 Jun 2020 (modified: 22 Oct 2023)
- LifelongML@ICML2020
- 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: 22 Oct 2023)
- LifelongML@ICML2020
- Readers: Everyone
A Brief Look at Generalization in Visual Meta-Reinforcement Learning
Safa Alver, Doina Precup
- 12 Jun 2020 (modified: 05 May 2023)
- LifelongML@ICML2020
- Readers: Everyone
Combining Variational Continual Learning with FiLM Layers
Noel Loo, Siddharth Swaroop, Richard E Turner
- 12 Jun 2020 (modified: 05 May 2023)
- LifelongML@ICML2020
- Readers: Everyone
Optimizing for the Future in Non-Stationary MDPs
Yash Chandak, Georgios Theocharous, Shiv Shankar, Martha White, Sridhar Mahadevan, Philip S. Thomas
- 12 Jun 2020 (modified: 22 Oct 2023)
- LifelongML@ICML2020
- Readers: Everyone
Lifelong Learning of Factored Policies via Policy Gradients
Jorge A Mendez, ERIC EATON
- 12 Jun 2020 (modified: 05 May 2023)
- LifelongML@ICML2020
- Readers: Everyone
Meta-Learning for Recalibration of EMG-Based Upper Limb Prostheses
Krsto Proroković, Michael Wand, Jürgen Schmidhuber
- 12 Jun 2020 (modified: 05 May 2023)
- LifelongML@ICML2020
- Readers: Everyone