research
∙
01/10/2023
Mastering Diverse Domains through World Models
General intelligence requires solving tasks across many domains. Current...
share
research
∙
10/05/2022
Temporally Consistent Video Transformer for Long-Term Video Prediction
Generating long, temporally consistent video remains an open challenge i...
research
∙
10/05/2020
Mastering Atari with Discrete World Models
Intelligent agents need to generalize from past experience to achieve go...
research
∙
12/03/2019
Dream to Control: Learning Behaviors by Latent Imagination
Learned world models summarize an agent's experience to facilitate learn...
research
∙
12/10/2018
Bayesian Layers: A Module for Neural Network Uncertainty
We describe Bayesian Layers, a module designed for fast experimentation ...
research
∙
11/12/2018
Learning Latent Dynamics for Planning from Pixels
Planning has been very successful for control tasks with known environme...
research
∙
04/27/2018
