png" />
            <figcaption>Figure 7: Queen-takes-b3 is almost certainly the best move, with a policy probability of 80%.</figcaption>
        </figure>

        <h2 id="search">Search</h2>
        <p>Monte Carlo methods in computing take problems that are normally too difficult to solve, and apply randomness to find approximate solutions through statistics. Traditional Monte Carlo tree search (MCTS) uses <em>random playouts</em>, simulating a number of games to completion using random moves. With enoug