Continual Learning as Computationally Constrained Reinforcement Learning

Continual Learning as Computationally Constrained Reinforcement Learning

10 July 2023

Henrik Marklund

Anand Srinivasa Rao

Benjamin Van Roy

Papers citing "Continual Learning as Computationally Constrained Reinforcement Learning"

19 / 19 papers shown

Title
Rethinking the Foundations for Continual Reinforcement Learning Michael H. Bowling Esraa Elelimy CLL OffRL LRM 27 1 0 10 Apr 2025
Decision Making in Hybrid Environments: A Model Aggregation Approach Haolin Liu Chen-Yu Wei Julian Zimmert 76 0 0 09 Feb 2025
Prospective Learning: Learning for a Dynamic Future Ashwin De Silva Rahul Ramesh Rubing Yang Siyu Yu Joshua T. Vogelstein Pratik Chaudhari AI4TS 58 0 0 31 Oct 2024
Plastic Learning with Deep Fourier Features Alex Lewandowski Dale Schuurmans Marlos C. Machado CLL 42 2 0 27 Oct 2024
Self-Normalized Resets for Plasticity in Continual Learning Vivek F. Farias Adam D. Jozefiak CLL 33 0 0 26 Oct 2024
The Need for a Big World Simulator: A Scientific Challenge for Continual Learning Saurabh Kumar Hong Jun Jeon Alex Lewandowski Benjamin Van Roy 21 0 0 06 Aug 2024
Exploration Unbound Dilip Arumugam Wanqiao Xu Benjamin Van Roy 18 0 0 16 Jul 2024
Three Dogmas of Reinforcement Learning David Abel Mark K. Ho A. Harutyunyan 26 4 0 15 Jul 2024
Weight Clipping for Deep Continual and Reinforcement Learning Mohamed Elsayed Qingfeng Lan Clare Lyle A. Rupam Mahmood 21 9 0 01 Jul 2024
Data-dependent and Oracle Bounds on Forgetting in Continual Learning Lior Friedman Ron Meir 63 0 0 13 Jun 2024
Disentangling the Causes of Plasticity Loss in Neural Networks Clare Lyle Zeyu Zheng Khimya Khetarpal H. V. Hasselt Razvan Pascanu James Martens Will Dabney AI4CE 47 30 0 29 Feb 2024
Harnessing Discrete Representations For Continual Reinforcement Learning Edan Meyer Adam White Marlos C. Machado OffRL 20 3 0 02 Dec 2023
Continual Learning: Applications and the Road Forward Eli Verwimp Rahaf Aljundi Shai Ben-David Matthias Bethge Andrea Cossu ... J. Weijer Bing Liu Vincenzo Lomonaco Tinne Tuytelaars Gido M. van de Ven CLL 17 43 0 20 Nov 2023
A Definition of Continual Reinforcement Learning David Abel André Barreto Benjamin Van Roy Doina Precup H. V. Hasselt Satinder Singh CLL 13 68 0 20 Jul 2023
Maintaining Plasticity in Deep Continual Learning Shibhansh Dohare J. F. Hernandez-Garcia Parash Rahman A. R. Mahmood Richard S. Sutton KELM CLL 17 27 0 23 Jun 2023
Dynamically Masked Discriminator for Generative Adversarial Networks Wentian Zhang Haozhe Liu Bing Li Jinheng Xie Yawen Huang Yuexiang Li Yefeng Zheng Bernard Ghanem TTA 20 2 0 13 Jun 2023
Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? Hasan Hammoud Ameya Prabhu Ser-Nam Lim Philip H. S. Torr Adel Bibi Bernard Ghanem CLL 95 16 0 16 May 2023
Online Continual Learning Without the Storage Constraint Ameya Prabhu Zhipeng Cai P. Dokania Philip H. S. Torr V. Koltun Ozan Sener CLL 115 28 0 16 May 2023
The CLEAR Benchmark: Continual LEArning on Real-World Imagery Zhiqiu Lin Jia Shi Deepak Pathak Deva Ramanan CLL VLM 126 91 0 17 Jan 2022