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CLARA: A Constrained Reinforcement Learning Based Resource Allocation
  Framework for Network Slicing

CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing

16 November 2021
Yongshuai Liu
J. Ding
Zhi-Li Zhang
Xin Liu
ArXivPDFHTML

Papers citing "CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing"

6 / 6 papers shown
Title
Towards Fully Automated Decision-Making Systems for Greenhouse Control: Challenges and Opportunities
Towards Fully Automated Decision-Making Systems for Greenhouse Control: Challenges and Opportunities
Yongshuai Liu
Taeyeong Choi
Xin Liu
AI4CE
61
0
0
27 Mar 2025
Look Before Leap: Look-Ahead Planning with Uncertainty in Reinforcement Learning
Look Before Leap: Look-Ahead Planning with Uncertainty in Reinforcement Learning
Yongshuai Liu
Xin Liu
93
1
0
26 Mar 2025
Adventurer: Exploration with BiGAN for Deep Reinforcement Learning
Adventurer: Exploration with BiGAN for Deep Reinforcement Learning
Yongshuai Liu
Xin Liu
GAN
103
2
0
24 Mar 2025
SafeSlice: Enabling SLA-Compliant O-RAN Slicing via Safe Deep Reinforcement Learning
SafeSlice: Enabling SLA-Compliant O-RAN Slicing via Safe Deep Reinforcement Learning
A. M. Nagib
H. Abou-zeid
Hossam S. Hassanein
44
0
0
17 Mar 2025
Learning an Adaptive Forwarding Strategy for Mobile Wireless Networks:
  Resource Usage vs. Latency
Learning an Adaptive Forwarding Strategy for Mobile Wireless Networks: Resource Usage vs. Latency
Victoria Manfredi
Alicia P. Wolfe
X. Zhang
Bing Wang
41
2
0
23 Jul 2022
Learning in Markov Decision Processes under Constraints
Learning in Markov Decision Processes under Constraints
Rahul Singh
Abhishek Gupta
Ness B. Shroff
41
27
0
27 Feb 2020
1