Download e-book for iPad: Computers and Games: 8th International Conference, CG 2013, by H. Jaap van den Herik, Hiroyuki Iida, Aske Plaat

By H. Jaap van den Herik, Hiroyuki Iida, Aske Plaat

ISBN-10: 3319091646

ISBN-13: 9783319091648

ISBN-10: 3319091654

ISBN-13: 9783319091655

This booklet constitutes the completely refereed post-conference complaints of the eighth foreign convention on desktops and video games, CG 2013, held in Yokohama, Japan, in August 2013, along side the seventeenth desktop and video games match and the 20 th international Computer-Chess Championship. The 21 papers offered have been conscientiously reviewed and chosen for inclusion during this ebook. They conceal quite a lot of themes that are grouped into 5 sessions: Monte Carlo Tree seek and its improvements; fixing and looking; research of video game attribute; new methods; and severe games.

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Extra resources for Computers and Games: 8th International Conference, CG 2013, Yokohama, Japan, August 13-15, 2013, Revised Selected Papers

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M¨ uller Four Classes and Three Research Questions Three main components influencing the strength of current Go programs are (a) their simulation policy, (b) their tree search, and their (c) other in-tree knowledge, such as patterns. If we are trying to evaluate Go programs indirectly, without analyzing their source code, we can use test positions, which can be classified as follows. 1. well-suited positions: MCTS programs can solve them with either a good search, or with a good policy, or both. 2.

He came up calling them Crazy Shadows. R´emi Coulom, the author of Crazy Stone, kindly generated a Crazy Analysis for the 13 × 13 game discussed above5 . 5 Conclusions and Future Directions We presented a method to detect and localize capturing races and explained how to integrate the detection into existing MCTS implementations. By doing so in practice, we were able to present a number of examples that demonstrate the power of our approach. However, the detection and localization of semeai alone is only a first step towards improving the semeai handling capabilities of modern MCTS-based Go programs.

Fig. 4. The player-wise criticality values for another 4 test cases of the two-safe-groups regression test suite. The boards always show the criticality values for player white to end up with a score associated with the leftmost cluster of the corresponding histogram shown to the right. The numbering of test cases is as given in the test suite. 24 T. Graf et al. (a) Score histogram after 128,000 simulations. (b) Criticality for player white to reach a score of the leftmost cluster. Fig. 5. Analysis of a position occurred in the game between Go program Pachi (black) vs.

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Computers and Games: 8th International Conference, CG 2013, Yokohama, Japan, August 13-15, 2013, Revised Selected Papers by H. Jaap van den Herik, Hiroyuki Iida, Aske Plaat

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