COMPLEX REASONING SYSTEMS
“Reasoning Boxes”
> Our team, led by the founding father and international authority in the discipline of complex reasoning systems design, Luis Martín “The Druid”, is a world leader in R&D and innovative design in this field.
CRS_DEFINITION
We use the concept of “Complex Reasoning Systems” to refer to the AI sub-discipline whose antecedents are bioneurocognitive automatic reasoning systems and complex systems, designed to link model structures, submodels and reasoning techniques to generate adaptive and evolutionary sequences of search-inference-learning.
Its purpose is to fulfill both self-imposed objectives and those defined by the intelligent ecosystem to which it belongs, generating emergent properties of self-repair, self-preservation and self-reference of conventional and non-conventional reasoning.
CRS_KNOWLEDGE_MAP
CONCEPTUAL_MODELS
Deductive, Inductive, Abductive, Retroductive and Non-Conventional
CRS_SUBMODELS
Hundreds of associated reasoning techniques
MODELING_APPROACH
- >rule-based
- >evidence-based
- >case-based
- >ontology-based
- >constraint-based
- >uncertainty-based
- >goal-based
- >bayesian
- >fuzzy
CRS_SOFTWARE_TECHNIQUES
- >KB/LLMs inference engines
- >BDI/SIL/GOSIL agents
- >SRS thought chains
- >hypothesis testing and measurement
- >neural/rational/belief networks
- >evolutionary DecTrs
- >CogCubes
- >CellularRsn
- >MicroTbl RSS
CRS_ENGINEERING
CRS_CAPABILITIES
Multidimensional Situational Awareness
P&E Strategy
Real-Time Decision Making
Real World Problem Solving
Goal Management
Multiple Learning
Creativity Development
GTA Behavior
CRS_HPI_APPLICATIONS
- >C2IMP
- >CogTools for Complex Case P&R
- >HPI Devices
CRS MI/DIE APPLICATIONS
- >Experts
- >Commanders/CEOs
- >Units
- >Robots
- >Operational Systems
- >Adaptive, Evolutionary and Autonomous Services and Infrastructures
CRS ARCHITECTURES
Classified research in CRS Architecture design:
REASONING BOXES
SMARTIFICATION_PROCESS
Simplified view of a “Smartification” process by LMT “The Druid”: encapsulated in an intelligent reasoning agent for autonomous recognition and analysis of covert military installations in a UAV.
