Came a cross problem 21 here: https://euclid.ucc.ie/mathenr/IMOTraining/2008%20Winter%20Camp%20-%20David%20Arthur%20-%20Invariants.pdf
Essentially, for each turn, a checker can jump diagonally over an adjacent checker and remove that adjacent checker if the other side is empty. Can we remove all and leave only one checker in the below board?
There is below hint: Consider the Klein group. This has 4 elements $\{e, a, b, c\}$ that can be multiplied according to the following rules. Let $x, y, z$ be an ordering of $a, b, c$. Then, $e · x = x · e = x, x^2 = e$, and $x · y = z$.
But I have no idea how to create a mapping from checker board to Klein group for it...

Here's a more basic approach to solve the problem that doesn't use the Klein group, just invariants.
Label the 1st, 4th, 7th columns X, the 2nd, 5th, 8th columns Y, the 3rd, 6th columns Z.
Every move involves an $\{X, Y, Z\}$, and changes the parity of the number of tokens by 1.
At the start, the number of tokens are $ \{ 10, 10, 4 \} $.
Hence, up to parity, after each move, the number of tokens toggles between $ \{ 0, 0, 0 \}$ and $ \{ 1, 1, 1 \}$.
In particular, this implies that $ \{ 0, 0, 1 \}$ (and permutations) cannot be achieved.
In fact, we must have at least 3 tokens left behind, each lying in distinct columns (and rows).