algorithms, heuristics, & data-structures

Can anyone point me to a good, succinct "one stop" reference for good
game-AI algorithms, heuristics, & data-structures? In particular, I'm
looking for something that would allow to see by game, what are the
recommendations (with some brief comments about trade-offs between,
say, an algorithm that takes more space versus one that takes more
time, etc.). My own preference would be for the algorithms/heuristics
to be presented in short pseudo-code, rather than long examples in some
particular language, but that is less important.

The book, "AI for Game developers" by Bourg and Seemann does this to a
certain extent, but the emphasis is mostly on issues relevant to
contemporary games that involve movement and combat decision-making. It
would be nice to even find something that gathered together the latest
on "classic" AI games, such as checkers, tic-tac-toe, Nim, othello, etc.