게임 영상만 가지고 마인크래프트 학습 하기 (Video PreTraining by OpenAI)
[가상생명연구팀 박주형] 최근 강화학습에서 많이 주목 받고 있는 분야 중에 하나가 Offline 학습 입니다. 기존 강화학습은 시뮬레이터를 통해 실시간으로 trajectory를 받아서 학습을 했었어야 했는데요, 시뮬레이터 만들기도 쉽지 않고 실제 적용도 어려워서…
FACEBOOK REBEL showing poker skills beyond humans
It is not an exaggeration to say that poker is half a psychological game, so it is a different game from Go or chess. I think the ReBeL released by Facebook this time is remarkable in this regard. In particular, it is characterized by using reinforcement learning and search together, like RAG...
Scalable character animation based on reinforcement learning
It's natural to see virtual characters and moves reasonably in terms of the laws of physics, that is, human-like, which has been a subject of long-standing research in the field of gaming as well as computer graphics. Facebook Jungdam Won's project as the first author, “A Scalable…
Super-human AI for Gran Turismo
The link is a review of a paper published by Sony and ETH Zurich, which shows that the reinforcement learning was applied to the famous car game Gran Turismo, which exceeded the human record. The technology used is already well known...
Human-Like Testing for Candy Crush Saga
Candy Crush Saga from the famous gaming company King is a puzzle game with tons of levels. It's 2018 data, but it's said to add about 15 levels every week. (Approximately 3700 per year) I need to measure the level of difficulty and balance...
