text: 99,35,1264753233072816130,408932801,Florian Richoux,"New #GameAI paper about decision-making under uncertainty in the RTS game #microRTS, with probability distributions changing on-the-fly according to the opponent strategy. <LINK> As always, source code is available on GitHub. <LINK> In the paper's conclusion, I propose a new track for the #microRTS AI competition: the chaotic track, where rules change at each game, and eventually even during a game! That could interest @santiontanon :) My bot microPhantom will participate in the #microRTS AI competition partial observability track this year. Our previous bot POAdaptive won the 2018 and 2019 PO track and microPhantom is clearly stronger than POAdaptive. Looking forward to seeing the competition results! @santiontanon I mostly aim hardcoded bots. :p (I wrote about that in the introduction)",https://arxiv.org/abs/2005.11019,"This competition paper presents microPhantom, a bot playing microRTS and participating in the 2020 microRTS AI competition. microPhantom is based on our previous bot POAdaptive which won the partially observable track of the 2018 and 2019 microRTS AI competitions. In this paper, we focus on decision-making under uncertainty, by tackling the Unit Production Problem with a method based on a combination of Constraint Programming and decision theory. We show that using our method to decide which units to train improves significantly the win rate against the second-best microRTS bot from the partially observable track. We also show that our method is resilient in chaotic environments, with a very small loss of efficiency only. To allow replicability and to facilitate further research, the source code of microPhantom is available, as well as the Constraint Programming toolkit it uses. ",microPhantom: Playing microRTS under uncertainty and chaos,5,"['New #GameAI paper about decision-making under uncertainty in the RTS game #microRTS, with probability distributions changing on-the-fly according to the opponent strategy.\n<LINK>', 'As always, source code is available on GitHub.\nhttps://t.co/fGckqbin9Y', ""In the paper's conclusion, I propose a new track for the #microRTS AI competition: the chaotic track, where rules change at each game, and eventually even during a game! That could interest @santiontanon :)"", 'My bot microPhantom will participate in the #microRTS AI competition partial observability track this year.\n\nOur previous bot POAdaptive won the 2018 and 2019 PO track and microPhantom is clearly stronger than POAdaptive. Looking forward to seeing the competition results!', '@santiontanon I mostly aim hardcoded bots. :p (I wrote about that in the introduction)']",20,05,798