facebookresearch / mvfst-rlLinks
An asynchronous RL platform for congestion control in QUIC transport protocol. https://arxiv.org/abs/1910.04054.
☆155Updated 3 years ago
Alternatives and similar repositories for mvfst-rl
Users that are interested in mvfst-rl are comparing it to the libraries listed below
Sorting:
- Empirically learned congestion control by imitation learning with RNNs☆44Updated 6 years ago
- A platform to test reinforcement learning policies in the datacenter setting.☆69Updated last year
- Reinforcement learning resources for PCC.☆157Updated 3 years ago
- The repository of Genet project.☆48Updated 2 years ago
- Pantheon of Congestion Control☆272Updated 10 months ago
- Reinforcement Learning based TCP congestion control☆47Updated 4 years ago
- This gym leverages NS3 and WebRTC, which can be used by reinforcement learning or other methods to build a Bandwidth Controller for WebRT…☆46Updated 4 years ago
- Orca: Towards Mastering Congestion Control In the Internet☆113Updated 4 years ago
- DeepCC: A Deep Reinforcement Learning Plug-in to Boost the performance of your TCP scheme in Cellular Networks!☆31Updated 2 years ago
- Variance Reduction for Reinforcement Learning in Input-Driven Environments (ICLR '19)☆31Updated 6 years ago
- A super 🦄☆30Updated 5 years ago
- ☆13Updated 3 years ago
- DASH meets ns3-gym, an inclusive discrete environment to test ML for video streaming.☆23Updated last month
- The emulator system for the second AItrans competition☆16Updated 2 years ago
- Sage of Congestion Control (or How Computers Can Learn from Existing Schemes and Master Internet CC)☆42Updated last year
- Towards Universal Internet Congestion Control Benchmarking ...☆21Updated last year
- SJTU-CS339 Computer Networks Course Project☆35Updated 6 years ago
- A reinforcement learning algorithm for congestion control, together with a realistic Omnet++ network simulation environment☆28Updated last year
- Dataset of PiTree project.☆12Updated 3 years ago
- Interpreting Deep Learning-Based Networking Systems (SIGCOMM 2020)☆88Updated last week
- Cellular Traces Gathered in NYC☆17Updated 4 years ago
- A DASH segment size aware rate adaptation model for DASH☆43Updated 7 years ago
- ☆224Updated last year
- This repo contains the scripts used to create the data for the ATC2020 paper "Reconstructing proprietary video streaming algorithms"☆14Updated 4 years ago
- The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, SAC, and support for both T…☆77Updated 4 months ago
- ☆12Updated 3 years ago
- The implementation of "Self-play Reinforcement Learning for Video Transmission" (NOSSDAV'20)☆27Updated 4 years ago
- An interface to program any congestion control protocol for an unreliable connection based protocol sent over UDP. It comes with a clean …☆52Updated last month
- ☆35Updated 5 years ago
- An interface to program any congestion control protocol for an unreliable connection based protocol sent over UDP. It comes with a clean …☆12Updated 3 years ago