SoundCloudInside a SoundCloud Microservice
Exploring the inner workings of a microservice at SoundCloud
OpenAIBetter exploration with parameter noise
Improving learning efficiency through the use of parameter noise
OpenAIProximal Policy Optimization
Understanding Proximal Policy Optimization for Enhanced Reinforcement Learning
OpenAIRobust adversarial inputs
Exploring strategies to defend against robust adversarial inputs in machine learning models
OpenAIHindsight Experience Replay
Exploring the benefits of hindsight experience replay in machine learning algorithms
OpenAITeacher–student curriculum learning
Exploring teacher-student curriculum learning methods in the context of education
SoundCloudRemote device sign-in
A practical activation-code flow enables signing in to console/TV apps from a companion device, boosting security and usability by avoiding on-device password entry.
SoundCloudRemote device sign-in
A practical guide to cross-device sign-in for devices with no keyboard, using a short activation-code flow on a secondary device to securely obtain access tokens and deliver a seamless user experience.
OpenAIFaster physics in Python
Optimizing Python code performance for physics simulations
SoundCloudRemote device sign-in
A method for signing in to a device without a keyboard using a game controller and onscreen keyboard.
SoundCloudA Better Model of Data Ownership
A practical, governance-focused proposal for data ownership that assigns dataset semantics to the producer team, exposes stable interfaces to consumers, and reduces maintenance costs by decoupling data production from consumption.
SoundCloudA Better Model of Data Ownership
Defines a practical, cross-team model for data ownership that ties dataset semantics, published interfaces, and visibility to the producing team, reducing cross-team maintenance and coupling.