Title
Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference Matthew D Riemer G. Subbaraj Glen Berseth Irina Rish OffRL 77 1 0 18 Dec 2024
Deep evolving semi-supervised anomaly detection Jack Belham Aryan Bhosale Samrat Mukherjee Biplab Banerjee Fabio Cuzzolin 65 0 0 01 Dec 2024
A Comprehensive Empirical Evaluation on Online Continual Learning Albin Soutif--Cormerais Antonio Carta Andrea Cossu J. Hurtado Hamed Hemati Vincenzo Lomonaco Joost van de Weijer CLL 26 20 0 20 Aug 2023
Renate: A Library for Real-World Continual Learning Martin Wistuba Martin Ferianc Lukas Balles Cédric Archambeau Giovanni Zappella CLL 28 3 0 24 Apr 2023
SequeL: A Continual Learning Library in PyTorch and JAX Nikolaos Dimitriadis F. Fleuret P. Frossard 23 1 0 21 Apr 2023
Efficient Parametric Approximations of Neural Network Function Space Distance Nikita Dhawan Sicong Huang Juhan Bae Roger C. Grosse 14 5 0 07 Feb 2023
Avalanche: A PyTorch Library for Deep Continual Learning Antonio Carta Lorenzo Pellegrini Andrea Cossu Hamed Hemati Vincenzo Lomonaco BDL 12 31 0 02 Feb 2023
Beyond Supervised Continual Learning: a Review Benedikt Bagus A. Gepperth Timothée Lesort BDL CLL 22 10 0 30 Aug 2022
A Study of Continual Learning Methods for Q-Learning Benedikt Bagus A. Gepperth CLL OffRL 20 4 0 08 Jun 2022
Continual Object Detection: A review of definitions, strategies, and challenges Angelo G. Menezes Gustavo de Moura Cézanne Alves André C. P. L. F. de Carvalho ObjD 55 51 0 30 May 2022
Task-Agnostic Continual Reinforcement Learning: Gaining Insights and Overcoming Challenges Massimo Caccia Jonas W. Mueller Taesup Kim Laurent Charlin Rasool Fakoor CLL 22 8 0 28 May 2022
Dynamic Dialogue Policy for Continual Reinforcement Learning Christian Geishauser Carel van Niekerk Nurul Lubis Michael Heck Hsien-chin Lin Shutong Feng Milica Gavsić CLL OffRL 36 14 0 12 Apr 2022
Avalanche RL: a Continual Reinforcement Learning Library Nicolo Lucchesi Antonio Carta Vincenzo Lomonaco Davide Bacciu 24 6 0 28 Feb 2022
Continual Learning via Local Module Composition O. Ostapenko Pau Rodríguez López Massimo Caccia Laurent Charlin KELM CLL 34 66 0 15 Nov 2021
CORA: Benchmarks, Baselines, and Metrics as a Platform for Continual Reinforcement Learning Agents Sam Powers Eliot Xing Eric Kolve Roozbeh Mottaghi Abhinav Gupta OffRL 26 38 0 19 Oct 2021
CLEVA-Compass: A Continual Learning EValuation Assessment Compass to Promote Research Transparency and Comparability Martin Mundt Steven Braun Quentin Delfosse Kristian Kersting 21 35 0 07 Oct 2021