Game−Theoretic Agent Programming in Golog Under Partial Observability
<p>We present the agent programming language POGTGolog, which integrates explicit agent programming in Golog with game-theoretic multi-agent planning in partially observable stochastic games. It deals with the case of one team of cooperative agents under partial observability, where the agents...
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| Format: | Conference item |
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Springer
2007
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| _version_ | 1797098502618087424 |
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| author | Finzi, A Lukasiewicz, T |
| author_facet | Finzi, A Lukasiewicz, T |
| author_sort | Finzi, A |
| collection | OXFORD |
| description | <p>We present the agent programming language POGTGolog, which integrates explicit agent programming in Golog with game-theoretic multi-agent planning in partially observable stochastic games. It deals with the case of one team of cooperative agents under partial observability, where the agents may have different initial belief states and not necessarily the same rewards. POGTGolog allows for specifying a partial control program in a high-level logical language, which is then completed by an interpreter in an optimal way. To this end, we define a formal semantics of POGTGolog programs in terms of Nash equilibria, and we specify a POGTGolog interpreter that computes one of these Nash equilibria. We illustrate the usefulness of POGTGolog along a rugby scenario.</p> |
| first_indexed | 2024-03-07T05:10:29Z |
| format | Conference item |
| id | oxford-uuid:db629b12-f200-4e2c-84dc-7cf58bad0875 |
| institution | University of Oxford |
| last_indexed | 2024-03-07T05:10:29Z |
| publishDate | 2007 |
| publisher | Springer |
| record_format | dspace |
| spelling | oxford-uuid:db629b12-f200-4e2c-84dc-7cf58bad08752022-03-27T09:10:09ZGame−Theoretic Agent Programming in Golog Under Partial ObservabilityConference itemhttp://purl.org/coar/resource_type/c_5794uuid:db629b12-f200-4e2c-84dc-7cf58bad0875Department of Computer ScienceSpringer2007Finzi, ALukasiewicz, T<p>We present the agent programming language POGTGolog, which integrates explicit agent programming in Golog with game-theoretic multi-agent planning in partially observable stochastic games. It deals with the case of one team of cooperative agents under partial observability, where the agents may have different initial belief states and not necessarily the same rewards. POGTGolog allows for specifying a partial control program in a high-level logical language, which is then completed by an interpreter in an optimal way. To this end, we define a formal semantics of POGTGolog programs in terms of Nash equilibria, and we specify a POGTGolog interpreter that computes one of these Nash equilibria. We illustrate the usefulness of POGTGolog along a rugby scenario.</p> |
| spellingShingle | Finzi, A Lukasiewicz, T Game−Theoretic Agent Programming in Golog Under Partial Observability |
| title | Game−Theoretic Agent Programming in Golog Under Partial Observability |
| title_full | Game−Theoretic Agent Programming in Golog Under Partial Observability |
| title_fullStr | Game−Theoretic Agent Programming in Golog Under Partial Observability |
| title_full_unstemmed | Game−Theoretic Agent Programming in Golog Under Partial Observability |
| title_short | Game−Theoretic Agent Programming in Golog Under Partial Observability |
| title_sort | game theoretic agent programming in golog under partial observability |
| work_keys_str_mv | AT finzia gametheoreticagentprogrammingingologunderpartialobservability AT lukasiewiczt gametheoreticagentprogrammingingologunderpartialobservability |