generalization

ai, causal inference, deep-learning, generalization

What I Cannot Control, I Do not Understand

Unknown / March 10, 2019

Xiaoyi Yin has graciously translated this blog post to 中文.

I often hear the remark around the proverbial AI watering hole that there are no examples of reinforcement learning (RL) deployed in commercial settings that couldn’t be replaced by simpl…

ai, deep-learning, generalization, Machine Learning, reinforcement-learning

Meta-Learning in 50 Lines of JAX

Unknown / February 21, 2019

Github repo here: https://github.com/ericjang/maml-jax

Adaptive behavior in humans and animals occurs at many time scales: when I use a new shower handle for the first time, it takes me a few seconds to figure out how to adjust the water temperat…