Related papers: Diverse Behavior Is What Game AI Needs: Generating…
Reinforcement learning methods have recently been very successful at performing complex sequential tasks like playing Atari games, Go and Poker. These algorithms have outperformed humans in several tasks by learning from scratch, using only…
This paper has been withdrawn by the author.
This paper has been withdrawn by the authors due to the fact that the webs considered in the paper are ``Veronese-like webs'' which are different from Veronese webs.
This paper has been withdrawn by the author due to similarity to Author's other paper
This version withdrawn by arXiv administrators because the submitter did not have the right to agree to our license at the time of submission.
This paper has been withdrawn.
This paper has been withdrawn by the author, due an error in the proof of Proposion 2.13.
The paper has been withdrawn.
This paper has been withdrawn by the author due to errors.
In this paper we introduce DeepCrawl, a fully-playable Roguelike prototype for iOS and Android in which all agents are controlled by policy networks trained using Deep Reinforcement Learning (DRL). Our aim is to understand whether recent…
This paper has been withdrawn by the author due to incomplete interpretation for the results.
Deep reinforcement learning (DRL) has made great achievements since proposed. Generally, DRL agents receive high-dimensional inputs at each step, and make actions according to deep-neural-network-based policies. This learning mechanism…
In this article, we review recent Deep Learning advances in the context of how they have been applied to play different types of video games such as first-person shooters, arcade games, and real-time strategy games. We analyze the unique…
This paper has been withdrawn by the author to comply with the journal policy to which it has been submitted.
This paper has been withdrawn by the authors.
This paper has been withdrawn by the authors due to a problem with *efficiently* predicting the large fourier coefficients. It is being reworked and will be resubmitted in the near future.
This paper has been withdrawn by the authors as they feel it inappropriate to publish this paper for the time being.
This paper has been withdrawn by the author.
This paper was withdrawn by the authors.
This paper has been withdrawn by the author. It will be replaced, substantially modified, by sections of the author's completed PhD thesis.