II.
LibraryProcess overview
Reference · livelib-process:scientific-discovery--planning-policy-reasoning
planning-policy-reasoning overview
Planning and Policy Reasoning Process - Compute action sequences achieving goals under constraints using classical planning, temporal planning, and policy synthesis.
Attributes
displayName
planning-policy-reasoning
description
Planning and Policy Reasoning Process - Compute action sequences achieving
goals under constraints using classical planning, temporal planning, and policy synthesis.
libraryPath
library/specializations/domains/science/scientific-discovery/planning-policy-reasoning.js
specialization
scientific-discovery
references
- - Ghallab, Nau, Traverso (2004). Automated Planning: Theory and Practice - Russell & Norvig (2020). Artificial Intelligence, Chapter 11: Planning - Fikes & Nilsson (1971). STRIPS - Boutilier et al. (1999). Decision-Theoretic Planning
example
const result = await orchestrate('specializations/domains/science/scientific-discovery/planning-policy-reasoning', {
domain: 'Robotics',
initialState: { location: 'A', holding: null, objects: ['block1', 'block2'] },
goalState: { holding: 'block1', location: 'B' },
actions: [{ name: 'move', params: ['from', 'to'] }, { name: 'pickup', params: ['object'] }]
});
usesAgents
- hypothesis-generator
Outgoing edges
lib_applies_to_domain1
- domain:scientific-discovery·DomainScientific Discovery
lib_belongs_to_specialization2
- specialization:scientific-research-methods·SpecializationScientific Research Methods
- specialization:scientific-discovery·SpecializationScientific Discovery
lib_implements_workflow2
- workflow:experiment-design·WorkflowExperiment Design
- workflow:peer-review-cycle·WorkflowPeer Review Cycle
lib_involves_role2
- role:research-engineer·RoleResearch Engineer
- role:computational-scientist·RoleComputational Scientist
lib_requires_skill_area3
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:deep-web-research·SkillAreaDeep Web Research
Incoming edges
None.