![]() We suggest the expected win rate algorithms with start hand range (EWR-SHR) and expected win rate algorithm with fold rate (EWR-FR) for preflop round and flop/turn/river round respectively. In this paper three hand odds estimating methods considering the opponent hand belief are proposed to cope with this problem. ![]() But all the current methods implicitly assume a uniform distribution over the cards the opponent could be holding, which makes the win rate over-evaluated. ![]() Hand odds estimating used to state abstracting, situation evaluating, decision assisting is one of the key foundations for such new agents. The efforts to create indefectible AI transfers to develop new AIs which can exploit opponents and explain its own decisions better. Along with the great success of superhuman AI in succession, the development of Texas Hold’em poker agents is entering a new stage.
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