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Libratus biggest edge is probably grinding away at their blunders & tendencies (eg. Don never check raise bluffs in this spot, so I can safely value bet). It wo
by grizzles 10y ago
Libratus biggest edge is probably grinding away at their blunders & tendencies (eg. Don never check raise bluffs in this spot, so I can safely value bet). It would be really interesting if they published the bots results vs. a mythical generic player. The difference would be a nice estimate as to how big an edge it derives from backtesting it's personalization strategies.
- iopq 10y agoIt doesn't use player tendencies, it plays closer to Nash equilibrium than the human players, AFAIK.
- grizzles 10y agoYes it does. The Libratus bot uses a conterfactual regret minimization algorithm variant of the CMUs teams' own design to calculate endgame strategy. The inputs to that algorithm explicitly takes into account previous player behavior.
- iopq 10y agoIt doesn't know who it's playing against, so it accounts for the behavior of ALL players it played against, no?