Memory-efficient Reinforcement Learning with Value-based Knowledge Consolidation

22 May 2022

Papers citing "Memory-efficient Reinforcement Learning with Value-based Knowledge Consolidation"

9 / 9 papers shown

Title
Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy Churn Hongyao Tang Glen Berseth OffRL 40 1 0 07 Sep 2024
Weight Clipping for Deep Continual and Reinforcement Learning Mohamed Elsayed Qingfeng Lan Clare Lyle A. Rupam Mahmood 29 9 0 01 Jul 2024
Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning Mohamed Elsayed A. R. Mahmood CLL 50 20 0 31 Mar 2024
Elephant Neural Networks: Born to Be a Continual Learner Qingfeng Lan A. R. Mahmood CLL 45 9 0 02 Oct 2023
Online Reinforcement Learning in Non-Stationary Context-Driven Environments Pouya Hamadanian Arash Nasr-Esfahany Malte Schwarzkopf Siddartha Sen MohammadIman Alizadeh CLL OffRL 50 0 0 04 Feb 2023
Real-Time Reinforcement Learning for Vision-Based Robotics Utilizing Local and Remote Computers Yan Wang G. Vasan A. R. Mahmood 39 15 0 05 Oct 2022
Atari-5: Distilling the Arcade Learning Environment down to Five Games Matthew Aitchison Penny Sweetser Marcus Hutter 50 19 0 05 Oct 2022
Modular Lifelong Reinforcement Learning via Neural Composition Jorge Armando Mendez Mendez H. V. Seijen Eric Eaton OffRL KELM CLL 72 38 0 01 Jul 2022
Selfless Sequential Learning Rahaf Aljundi Marcus Rohrbach Tinne Tuytelaars CLL 28 114 0 14 Jun 2018