What is the significance of move 37? (to a non go player)
Feb 26, 2023 · 1 I have seen (and googled) information for Game 2, Move 37 in the AlphaGo vs. Lee Sedol match However it is difficult to find information concerning this move that doesn't …
Did Alphago zero actually beat Alphago 100 games to 0?
Oct 21, 2020 · 2 tl;dr Did AlphaGo and AlphaGo play 100 repetitions of the same sequence of boards, or were there 100 different games? Background: Alphago was the first superhuman go …
deep learning - What is the input to AlphaGo's neural network ...
Jun 8, 2020 · AlphaGo Zero only uses the black and white stones from the Go board as its input, whereas previous versions of AlphaGo included a small number of hand-engineered features. …
How does Alpha Go Zero MCTS work in parallel?
Sep 25, 2023 · To understand how AlphaGo Zero performs parallel simulations think of each simulation as a separate agent that interacts with the search tree. Each agent starts from the …
The reason behind using MCTS over Alpha Beta Pruning in …
Oct 14, 2022 · Finally, I recommend going over the AlphaGo paper first as it spells out more details (especially the value and policy network part), then AlphaGo Zero (which merges the …
Why AlphaGo didn't use Deep Q-Learning?
Apr 29, 2020 · In the previous research, in 2015, Deep Q-Learning shows its great performance on single player Atari Games. But why do AlphaGo's researchers use CNN + MCTS instead of …
Difference between AlphaGo's policy network and value network
Mar 29, 2016 · If anyone else stumbles upon this old question, like me, you'll be pleased to know that AlphaGo's successor, "AlphaGo Zero", as well as its successor "AlphaZero" do indeed get …
terminology - AlphaGo Zero MCTS a misnomer? - Artificial …
Dec 19, 2024 · AlphaGo Zero utilizes an algorithm it calls "Monte Carlo Tree Search" in the papers, but it seems like the algorithm is fully deterministic since it doesn't utilize random …
deepmind - Why did AlphaGo lose its Go game? - Artificial …
We can read on wiki page that in March 2016 AlphaGo AI lost its game (1 of 5) to Lee Sedol, a professional Go player. One article cite says: AlphaGo lost a game and we as researchers …
How does AlphaZero's MCTS work when starting from the root …
Dec 30, 2020 · From the AlphaGo Zero paper, during MCTS, statistics for each new node are initialized as such: ${N(s_L, a) = 0, W (s_L, a) = 0, Q(s_L, a) = 0, P (s_L, a) = p_a}$. The …