Maintaining Plasticity in Continual Learning via Regenerative
Regularization

Maintaining Plasticity in Continual Learning via Regenerative Regularization

23 August 2023

Henrik Marklund

Benjamin Van Roy

Papers citing "Maintaining Plasticity in Continual Learning via Regenerative Regularization"

15 / 15 papers shown

Title
Understanding and Exploiting Plasticity for Non-stationary Network Resource Adaptation Zhiqiang He Zhi Liu CLL 51 0 0 02 May 2025
Plasticine: Accelerating Research in Plasticity-Motivated Deep Reinforcement Learning Mingqi Yuan Qi Wang Guozheng Ma Bo-wen Li Xin Jin Yunbo Wang Xiaokang Yang Wenjun Zeng D. Tao OffRL AI4CE 33 0 0 24 Apr 2025
Evaluating Temporal Plasticity in Foundation Time Series Models for Incremental Fine-tuning Jia Liu Cheng Jinguo Xia Fang Zhenyuan Ma Yuankai Wu CLL AI4TS LRM 37 0 0 20 Apr 2025
Neuron-level Balance between Stability and Plasticity in Deep Reinforcement Learning Jiahua Lan Sen Zhang Haixia Pan Ruijun Liu Li Shen Dacheng Tao CLL 18 0 0 09 Apr 2025
Experience Replay Addresses Loss of Plasticity in Continual Learning Jiuqi Wang Rohan Chandra Shangtong Zhang CLL KELM 39 0 0 25 Mar 2025
Variance Control via Weight Rescaling in LLM Pre-training Louis Owen Abhay Kumar Nilabhra Roy Chowdhury Fabian Güra 29 0 0 21 Mar 2025
Improving Plasticity in Non-stationary Reinforcement Learning with Evidential Proximal Policy Optimization Abdullah Akgul Gulcin Baykal Manuel Haußmann M. Kandemir 28 0 0 03 Mar 2025
Same accuracy, twice as fast: continuous training surpasses retraining from scratch Eli Verwimp Guy Hacohen Tinne Tuytelaars OnRL 36 0 0 28 Feb 2025
Computational Analysis of Yaredawi YeZema Silt in Ethiopian Orthodox Tewahedo Church Chants Mequanent Argaw Muluneh Yan-Tsung Peng Li Su 33 0 0 25 Dec 2024
Hierarchical Subspaces of Policies for Continual Offline Reinforcement Learning Anthony Kobanda Rémy Portelas Odalric-Ambrym Maillard Ludovic Denoyer OffRL CLL 72 0 0 19 Dec 2024
Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset Alexandre Galashov Michalis K. Titsias Andras Gyorgy Clare Lyle Razvan Pascanu Yee Whye Teh Maneesh Sahani 28 3 0 06 Nov 2024
No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO Skander Moalla Andrea Miele Razvan Pascanu Çağlar Gülçehre 16 5 0 01 May 2024
Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning Michal Nauman Michal Bortkiewicz Piotr Milo's Tomasz Trzciñski M. Ostaszewski Marek Cygan OffRL 19 16 0 01 Mar 2024
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 Primacy Bias in Deep Reinforcement Learning Evgenii Nikishin Max Schwarzer P. DÓro Pierre-Luc Bacon Aaron C. Courville OnRL 83 178 0 16 May 2022