Search Results for author: Tingting Yuan

Found 5 papers, 0 papers with code

BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge

no code implementations25 Dec 2023 Lin Sun, Weijun Wang, Tingting Yuan, Liang Mi, Haipeng Dai, Yunxin Liu, XiaoMing Fu

To achieve this goal, we propose BiSwift, a bi-level framework that scales the concurrent real-time video analytics by a novel adaptive hybrid codec integrated with multi-level pipelines, and a global bandwidth controller for multiple video streams.

Fairness Management +3

DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning

no code implementations3 Dec 2022 Tingting Yuan, Hwei-Ming Chung, Jie Yuan, XiaoMing Fu

Communication is supposed to improve multi-agent collaboration and overall performance in cooperative Multi-agent reinforcement learning (MARL).

Autonomous Driving Multi-agent Reinforcement Learning +2

PP-MARL: Efficient Privacy-Preserving MARL for Cooperative Intelligence in Communication

no code implementations26 Apr 2022 Tingting Yuan, Hwei-Ming Chung, XiaoMing Fu

Artificial intelligence (AI) has been introduced in communication networks and services to improve efficiency via self-optimization.

Management Multi-agent Reinforcement Learning +1

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