Invention Grant
- Patent Title: System and method for decision making in strategic environments
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Application No.: US14171786Application Date: 2014-02-04
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Publication No.: US10537801B2Publication Date: 2020-01-21
- Inventor: Yehuda Naveh , Amir Ronen
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent Ziv Glazberg
- Main IPC: A63F13/46
- IPC: A63F13/46 ; G06N5/00 ; G06N5/02

Abstract:
In one embodiment, payoffs to an actor during the strategic game according to a solution concept is simulated a predetermined number of times. A machine learning tool is used to predict a payoff based on the predetermined number of payoffs according to the solution concept, wherein the machine learning tool is trained with plurality of pairs, each pair comprising a set of simulated payoffs and an actual payoff, wherein the simulated payoffs are predetermined number of payoffs determined in accordance with the solution concept. In another embodiment, a process tree representative of a strategic game involving actors is obtained. The process tree may comprise computational nodes, and leaf nodes which define payoff based on computations of the computational nodes. The process tree is reduced to a game tree representing the strategic game by simulating routes in the process tree.
Public/Granted literature
- US20150018060A1 SYSTEM AND METHOD FOR DECISION MAKING IN STRATEGIC ENVIRONMENTS Public/Granted day:2015-01-15
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