In this post, I’ll introduce a reinforcement learning (RL) algorithm based on an “alternative” paradigm: divide and conquer. Unlike traditional methods, this algorithm is not based on temporal difference (TD) learning (which has scalability challenges), and scales well to...

3 weeks ago 6

What exactly does word2vec learn, and how? Answering this question amounts to understanding representation learning in a minimal yet interesting language modeling task. Despite the fact that word2vec is a well-known precursor to modern language models, for many years,...

2 months ago 8

ChatGPT recently expanded its capabilities, now allowing users to upload and analyze documents and images – adding yet another powerful tool to its growing feature set. While this is a good feature to have, it doesn’t always work, with...

3 months ago 6

× Predicting Ego-centric Video from human Actions (PEVA). Given past video frames and an action specifying a desired change in 3D pose, PEVA predicts the next video frame. Our results show that, given the first frame and a sequence...

4 months ago 13