Cover story for the research paper by Himanshu Sahni, Toby Buckley, Pieter Abbeel and Ilya Kuzovkin Addressing Sample Complexity in Visual Tasks Using Hindsight Experience…
Here are my notes from my first ever visit to a robotics conference — ICRA 2018. Coming from machine learning background many things were very…
Roman replicated DeepMind’s StartCraft II benchmarks (https://arxiv.org/abs/1708.04782) and it totally works! Github: inoryy/pysc2-rl-agent Youtube: (D)RL Agent for Starcraft II Minigames Download PDF
Neural Information Processing Systems (NIPS) conference is a place where computational neuroscience meets machine learning. Due to the rise of deep learning (DL) in the…
So you’ve decided to throw a Deep Neural Network at your data. Great! You try a basic setup and it kinda works, but you are…
Day 1 Tutorial: Causal Inference for Observational Studies The topic of causal inference was strongly presented this year. The reason for that was, however, unclear…
Mastering the game of Go with deep neural networks and tree search (article overview) from Ilya Kuzovkin A talk given at the Reinforcement Learning Seminar…
DeepMind explored a bit further their Atari-plaing AI and published an article in Nature. Along with the article comes the source code which I ran…