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1. merina merina Public

   Implementation of Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning - N. Kan et al. (ACM MM22)

   Python 27 6

2. merina-plus merina-plus Public

   Implementation of the paper "MERINA+: Improving Generalization for Neural Video Adaptation via Information-Theoretic Meta-Reinforcement Learning" - N. Kan, et. al., 2023

   Python 3 1

3. BayesMPC BayesMPC Public

   The implementation of "Uncertainty-Aware Robust Adaptive Video Streaming with Bayesian Neural Network and Model Predictive Control" (NOSSDAV 2021)

   Python 36 5

4. NeuralABR-Pensieve-PPO-MAML NeuralABR-Pensieve-PPO-MAML Public

   Reimplementing existing learning-based ABR algorithms for dynamic video streaming. These algorithms were implemented with Pytorch and python3

   Python 31 2

5. neuroplan_simu neuroplan_simu Public

   Forked from netx-repo/neuroplan

   A variant of neuroplan that uses synthesized datasets (based on the Topology Zoo)

   Python

6. Real-world-bandwidth-traces Real-world-bandwidth-traces Public

   Real-world network throughputs traces used in MERINA(+)

   DIGITAL Command Language 7