DRL360: 360-degree Video Streaming with Deep ... - IEEE Xplore
This paper presents a Deep Reinforcement Learning (DRL) based framework for 360-degree video streaming, named DRL360. The DRL360 framework helps improve the system performance by jointly optimizing multiple QoE objectives across a broad set of dynamic features.
Deep Reinforcement Learning-based Rate Adaptation for Adaptive …
Abstract: In this paper, we propose a deep reinforcement learning (DRL)-based rate adaptation algorithm for adaptive 360-degree video streaming, which is able to maximize the quality of experience of viewers by adapting the transmitted video quality to the time-varying network conditions. Specifically, to reduce the possible switching latency ...
360 - Terex Fuchs
With state-of-the-art hydraulics, efficiency-increasing recuperation and an extremely comfortable cab, the MHL360 sets standards in modern material handling. With the combination of power and low emissions, as well as the equally high-torque and sensitive hydraulics, even demanding loading tasks can be carried out efficiently.
Using Deep Reinforcement Learning (DRL) to Optimize Quality in …
Mar 11, 2025 · Building upon the dueling DQN model correlating storage limits with expected video quality, we present a greedy algorithm that selects versions among multiple videos …
DRL360: 360-degree Video Streaming with Deep Reinforcement Learning
Apr 1, 2019 · In this paper, we propose a Deep Reinforcement Learning (DRL)-based transmission control method for the tile-based panoramic video streaming, and the objective is to optimize the transmission...
In this paper, we use DRL to perform 360-degree video streaming. We first notice some special cases have remarkable optimal decision patterns. Using this knowledge, we regularize the neural network with residual connections to improve the performance.
360-degree Video Streaming by Deep Reinforcement Learning
In this paper, we use DRL to perform 360-degree video streaming. We first notice some special cases have remarkable optimal decision patterns. Using this knowledge, we regularize the neural network with residual connections to improve the performance.
Terex-Fuchs MHL360 F Specifications & Technical Data (2022-2025)
See detailed specifications and technical data for Terex-Fuchs MHL360 F manufactured in 2022 - 2025. Get more in-depth insight with Terex-Fuchs MHL360 F specifications on LECTURA Specs.
Kidde Fenwal 12-F27121-020-0T (360F) DETECT-A-FIRE Vertical …
Kidde Fenwal 12-F27121-020-0T (360F) DETECT-A-FIRE Vertical Mount Detector, Normally Open, Stainless Steel Hex Head, 360°F
Terex Fuchs MHL 360 F Specifications CraneMarket
Terex Fuchs material handling cranes are all-rounders in the scrapyard, at recycling sites, in the sawmill industry, or in port handling, Fuchs, a Terex brand material handlers manufactured... Show More.