2.2k citations · 4.2k across the 19 of their papers we have counts for
3 papers · 1 filter
Long-Term Planning and Situational Awareness in OpenAI Five
Jonathan Raiman, Susan Zhang, Filip Wolski
Understanding how knowledge about the world is represented within model-free deep reinforcement learning methods is a major challenge given the black box nature of its learning pro…
Dota 2 with Large Scale Deep Reinforcement Learning
OpenAI, :, Christopher Berner +24
On April 13th, 2019, OpenAI Five became the first AI system to defeat the world champions at an esports game. The game of Dota 2 presents novel challenges for AI systems such as lo…
Neural Network Surgery with Sets
Jonathan Raiman, Susan Zhang, Christy Dennison
The cost to train machine learning models has been increasing exponentially, making exploration and research into the correct features and architecture a costly or intractable ende…