Skill Dominance Analysis of Two(Four) player, Three(Five) dice Variant of the Ludo Game
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arXiv
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| Format: | Preprint |
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2024
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| _version_ | 1866915011643834368 |
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| author | Banerjee, Tathagata Mukherjee, Diganta |
| author_facet | Banerjee, Tathagata Mukherjee, Diganta |
| contents | This paper examines two different variants of the Ludo game, involving multiple dice and a fixed number of total turns. Within each variant, multiple game lengths (total no. of turns) are considered. To compare the two variants, a set of intuitive, rule-based strategies is designed, representing different broad methods of strategic play. Game play is simulated between bots (automated software applications executing repetitive tasks over a network) following these strategies. The expected results are computed using certain game theoretic and probabilistic explanations, helping to understand the performance of the different strategies. The different strategies are further analyzed using win percentage in a large number of simulations, and Nash Equilibrium strategies are computed for both variants for a varying number of total turns. The Nash Equilibrium strategies across different game lengths are compared. A clear distinction between performances of strategies is observed, with more sophisticated strategies beating the naive one. A gradual shift in optimal strategy profiles is observed with changing game length, and certain sophisticated strategies even confound each other's performance while playing against each other. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2409_00376 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Skill Dominance Analysis of Two(Four) player, Three(Five) dice Variant of the Ludo Game Banerjee, Tathagata Mukherjee, Diganta Computer Science and Game Theory This paper examines two different variants of the Ludo game, involving multiple dice and a fixed number of total turns. Within each variant, multiple game lengths (total no. of turns) are considered. To compare the two variants, a set of intuitive, rule-based strategies is designed, representing different broad methods of strategic play. Game play is simulated between bots (automated software applications executing repetitive tasks over a network) following these strategies. The expected results are computed using certain game theoretic and probabilistic explanations, helping to understand the performance of the different strategies. The different strategies are further analyzed using win percentage in a large number of simulations, and Nash Equilibrium strategies are computed for both variants for a varying number of total turns. The Nash Equilibrium strategies across different game lengths are compared. A clear distinction between performances of strategies is observed, with more sophisticated strategies beating the naive one. A gradual shift in optimal strategy profiles is observed with changing game length, and certain sophisticated strategies even confound each other's performance while playing against each other. |
| title | Skill Dominance Analysis of Two(Four) player, Three(Five) dice Variant of the Ludo Game |
| topic | Computer Science and Game Theory |
| url | https://arxiv.org/abs/2409.00376 |