microsoft / RL4BandwidthEstimationChallengeLinks
Repository for Reinforcement learning based bandwidth estimation challenge
☆38Updated last year
Alternatives and similar repositories for RL4BandwidthEstimationChallenge
Users that are interested in RL4BandwidthEstimationChallenge are comparing it to the libraries listed below
Sorting:
- Unofficial Implementation of Oboe (SIGCOMM'18).☆30Updated 3 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…☆86Updated last year
- ☆12Updated 3 years ago
- NYU Metropolitan Mobile Bandwidth Trace☆31Updated 4 years ago
- ACM MULTIMEDIA 2022 Grand Challenge☆48Updated 3 years ago
- Pensieve on python 3.8 & tensorflow 2.7☆21Updated 4 years ago
- The implementation of "Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning" (ACM MM 2019)☆53Updated 3 months ago
- A Variegated Look at 5G in the Wild: Performance, Power, and QoE Implications (SIGCOMM '21)☆63Updated 4 years ago
- Towards Universal Internet Congestion Control Benchmarking ...☆23Updated 2 years ago
- Practical Implementation of ABR Algorithms Using Decision Trees (ACM MM 2019)☆36Updated last year
- Implementation of Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning - N. Kan et al. (ACM MM22)☆33Updated 11 months ago
- ☆36Updated 6 years ago
- Cellular Traces Gathered in NYC☆18Updated 5 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…☆47Updated 4 years ago
- Evaluation framework for RL-based bitrate control for WebRTC☆115Updated 11 months ago
- The repository of Genet project.☆51Updated 3 years ago
- The source code of team 🥇Schaferct in 2nd Bandwidth Prediction of MMSys'24.☆15Updated last year
- ☆63Updated 2 months ago
- Pensieve for 5G datasets.☆15Updated 4 years ago
- DRL for WebRTC Control☆12Updated 2 years ago
- Record and replay for cellular network emulation☆29Updated 9 months ago
- The implementation of "Self-play Reinforcement Learning for Video Transmission" (NOSSDAV'20)☆27Updated 5 years ago
- RL-AFEC: Adaptive Forward Error Correction for Real-time Video Communication Based on Reinforcement Learning☆20Updated 3 years ago
- Hairpin: Rethinking Packet Loss Recovery in Edge-based Interactive Video Streaming (NSDI 2024)☆25Updated 11 months ago
- Sabre: simulating ABR environments☆86Updated 2 years ago
- ACM MULTIMEDIA 2019 Grand Challenge☆55Updated 5 years ago
- The Comyco's Video Description Dataset☆13Updated last year
- ☆28Updated 4 years ago
- ☆34Updated 2 years ago
- Code repository of GreenABR for MMSys 2022 submission☆13Updated 3 years ago