Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning
for Digital Twins

Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning for Digital Twins

13 February 2024

Osvaldo Simeone

Papers citing "Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning for Digital Twins"

8 / 8 papers shown

Title
An Offline Multi-Agent Reinforcement Learning Framework for Radio Resource Management Eslam Eldeeb Hirley Alves OffRL 75 0 0 22 Jan 2025
Offline and Distributional Reinforcement Learning for Radio Resource Management Eslam Eldeeb Hirley Alves OffRL 18 2 0 25 Sep 2024
Semantic Meta-Split Learning: A TinyML Scheme for Few-Shot Wireless Image Classification Eslam Eldeeb M. Shehab Hirley Alves Mohamed-Slim Alouini 19 0 0 03 Sep 2024
Traffic Learning and Proactive UAV Trajectory Planning for Data Uplink in Markovian IoT Models Eslam Eldeeb M. Shehab Hirley Alves 11 7 0 24 Jan 2024
A Learning-Based Trajectory Planning of Multiple UAVs for AoI Minimization in IoT Networks Eslam Eldeeb D. Pérez J. Sant’Ana M. Shehab N. H. Mahmood Hirley Alves Matti Latva-aho 74 11 0 13 Sep 2022
Simulation Intelligence: Towards a New Generation of Scientific Methods Alexander Lavin D. Krakauer Hector Zenil Justin Emile Gottschlich Tim Mattson ... A. Hanuka Manuela Veloso Samuel A. Assefa Stephan Zheng Avi Pfeffer 40 102 0 06 Dec 2021
Conservative Offline Distributional Reinforcement Learning Yecheng Jason Ma Dinesh Jayaraman Osbert Bastani OffRL 62 77 0 12 Jul 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,944 0 04 May 2020