The biological world is computational at its core, argues computer scientist Leslie Valiant. His “ecorithm” approach uses computational concepts to explore fundamental mysteries of evolution and the mind
- PAC Probably Approximately Correct: Natures Algorithms for Learning and Prospering in a Complex World
Practical Business Insights
Alphazero’s real secret sauce is MCTS by Bram Cohem of BitTorrent
Alphazero changes two things: It uses a deep learning-based board evaluation function, and it uses Monte Carlo tree search (MCTS) instead of alpha-beta pruning to apply that function
AI protein-folding algorithms solve structures faster than ever
Deep learning makes its mark on protein-structure prediction.