47 citations · 94 across the 21 of their papers we have counts for
4 papers · 1 filter
The Dreaming Variational Autoencoder for Reinforcement Learning Environments
Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo
Reinforcement learning has shown great potential in generalizing over raw sensory data using only a single neural network for value optimization. There are several challenges in th…
Deep RTS: A Game Environment for Deep Reinforcement Learning in Real-Time Strategy Games
Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo
Reinforcement learning (RL) is an area of research that has blossomed tremendously in recent years and has shown remarkable potential for artificial intelligence based opponents in…
Combining a Context Aware Neural Network with a Denoising Autoencoder for Measuring String Similarities
Mehdi Ben Lazreg, Morten Goodwin
Measuring similarities between strings is central for many established and fast growing research areas including information retrieval, biology, and natural language processing. Th…
FlashRL: A Reinforcement Learning Platform for Flash Games
Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo
Reinforcement Learning (RL) is a research area that has blossomed tremendously in recent years and has shown remarkable potential in among others successfully playing computer game…