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The Journey to a Nobel Prize: A Protein Design and Structure Research Timeline
The Scientist Magazine
About 50 years ago, biologists set out to solve the protein-folding problem. The road to the Nobel victory has been arduous but full of small wins along the...
2 weeks ago
AlphaGo
Google DeepMind
Our artificial intelligence (AI) system, AlphaGo, learned to master the ancient Chinese game of Go — a profoundly complex board game of strategy, creativity,...
1 month ago
A self-learning Monte Carlo tree search algorithm for robot path planning
Frontiers
This paper proposes a self-learning Monte Carlo tree search algorithm (SL-MCTS), which has the ability to continuously improve its problem-solving ability in...
4 months ago
A Crash Course of Planning for Perception Engineers in Autonomous Driving
Towards Data Science
A classical modular autonomous driving system typically consists of perception, prediction, planning, and control. Until around 2023, AI (artificial...
4 months ago
Editorial: Deep Learning in Biological, Computer, and Neuromorphic Systems
Frontiers
Deep learning is a branch of machine learning in which statistical representations of the input data, as opposed to task-specific algorithms, are learned.
4 months ago
Machine Learning and Artificial Intelligence: Two Fellow Travelers on the Quest for Intelligent Behavior in Machines
Frontiers
ABSTRACTMachine learning (ML) and artificial intelligence (AI) are becoming dominant problem-solving techniques in many areas of research and industry,...
4 months ago
Efficient retrosynthetic planning with MCTS exploration enhanced A* search | Communications Chemistry
Nature
Retrosynthetic planning, which aims to identify synthetic pathways for target molecules from starting materials, is a fundamental problem in synthetic...
7 months ago
Student of Games: A unified learning algorithm for both perfect and imperfect information games
Science | AAAS
We introduce Student of Games, a general-purpose algorithm that unifies previous approaches, combining guided search, self-play learning, and game-theoretic...
11 months ago
QnAs with Demis Hassabis and John M. Jumper: Winners of the 2023 Albert Lasker Basic Medical Research Award
PNAS
Giant meteorite impacts during Earth's early history likely had significant effects on early life. We studied the effects on the surface environment and...
13 months ago
QnAs with Demis Hassabis and John M. Jumper: Winners of the 2023 Albert Lasker Basic Medical Research Award
PNAS
The 2023 Albert Lasker Basic Medical Research Award has been awarded jointly to Demis Hassabis and John Jumper for developing AlphaFold, a machine learning...
13 months ago