Constructing Belief Networks to Evaluate Plans

📝 Original Info

• Title: Constructing Belief Networks to Evaluate Plans
• ArXiv ID: 1302.6830
• Date: 2013-02-28
• Authors: Researchers from original ArXiv paper

📝 Abstract

This paper examines the problem of constructing belief networks to evaluate plans produced by an knowledge-based planner. Techniques are presented for handling various types of complicating plan features. These include plans with context-dependent consequences, indirect consequences, actions with preconditions that must be true during the execution of an action, contingencies, multiple levels of abstraction multiple execution agents with partially-ordered and temporally overlapping actions, and plans which reference specific times and time durations.

💡 Deep Analysis

Deep Dive into Constructing Belief Networks to Evaluate Plans.

This paper examines the problem of constructing belief networks to evaluate plans produced by an knowledge-based planner. Techniques are presented for handling various types of complicating plan features. These include plans with context-dependent consequences, indirect consequences, actions with preconditions that must be true during the execution of an action, contingencies, multiple levels of abstraction multiple execution agents with partially-ordered and temporally overlapping actions, and plans which reference specific times and time durations.

📄 Full Content

Reference