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BayesMPC
The implementation of "Uncertainty-Aware Robust Adaptive Video Streaming with Bayesian Neural Network and Model Predictive Control" (NOSSDAV 2021)NeuralABR-Pensieve-PPO-MAML
Reimplementing existing learning-based ABR algorithms for dynamic video streaming. These algorithms were implemented with Pytorch and python3merina
Implementation of Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning - N. Kan et al. (ACM MM22)Topology_Zoo_dataset
A dataset of network topology, including the nodes/edges features and traffic matrices.Real-world-bandwidth-traces
Real-world network throughputs traces used in MERINA(+)merina-plus
Implementation of the paper "MERINA+: Improving Generalization for Neural Video Adaptation via Information-Theoretic Meta-Reinforcement Learning" - N. Kan, et. al., 2023Results-Processing-in-Academic-Writing
Some common picture processings might be used in academic writingLove Open Source and this site? Check out how you can help us