OpenAIGeneralizing from simulation
Exploring generalization in simulation models
OpenAISim-to-real transfer of robotic control with dynamics randomization
Exploring sim-to-real transfer in robotic control using dynamics randomization
OpenAIAsymmetric actor critic for image-based robot learning
Exploring the integration of asymmetric actor critic in image-based robot learning
OpenAIDomain randomization and generative models for robotic grasping
Exploring domain randomization and generative models to improve robotic grasping performance.
SoundCloudLeveraging frameworks to speed up our development on iOS - Part 1
Modularizing an iOS project by leveraging frameworks to improve development speed and scalability challenges.
OpenAIMeta-learning for wrestling
Exploring advanced meta-learning techniques in the context of wrestling
OpenAICompetitive self-play
Exploring the dynamics of competitive self-play in machine learning
SoundCloudSoundCloud's Data Science Process
A blogpost about SoundCloud's efforts in improving their Data Science process and sharing the best practices among their Data Scientists.
OpenAINonlinear computation in deep linear networks
Exploring the impact of nonlinear computation in deep linear networks.
SoundCloudDeliver software faster by managing work in progress, not by adding overtime
Improving product development flow by managing work in progress
Jane StreetJane Street Tech Talk, Verifying Network Data Planes
Verifying network data planes in the Jane Street Tech Talk
OpenAILearning to model other minds
Exploring the latest techniques in cognitive modeling