Topics of interest
Topics of interest at this conference include:
Machine Learning
- machine learning algorithms
- machine learning models and techniques
- deep learning
- reinforcement learning
- probabilistic learning
Natural Language Processing
- language models
- sentiment analysis
- topic modellig
- summarization
- text annotation
Robotics
- planning and scheduling
- sensors in robotics
- coordination
Problem solving
- search algorithms
- uninformed search strategies
- informed (heuristic) search strategies
- search optimization
- search with nondeterministic actions
- adversarial search
Games/Games Theory
- properties of multi-agent environments
- non-cooperative games
- cooperative games
- collective decision-making
- negotiation
Constraint Satisfaction
- constraint representation
- constraint propagation
- bactracking for constraint satisfaction
- reasoning with constraints
Knowledge representation, reasoning and planning
- cognitive models
- knowledge representation techniques
- intelligent agents
- logic
- automatic and interactive theorem proving
- reasoning techniques
- ontologies
- event representation
- modal logic
- description logic
- semantic networks
- reasoning with default information
- truth maintenance
- planning algorithms
- planning heuristics
- hierarchical planning
- planning in nondeterministic domains
Uncertain Knowledge and Reasoning
- uncertain knowledge representation
- uncertainty quantification
- approximate reasoning
- probabilistic reasoning
- Bayesian approach
- fuzzy knowledge and fuzzy reasoning
- temporal reasoning
- spatial reasoning
Context modeling
- context elements
- explanations and explainability
- adaptibility
- adaptivity
- context awareness
Explainable AI
- explainable AI models
- local and global explainability
- neuro-symbolic AI
Decision making
- theory and usability functions
- decision networks
- information evaluation
- preference evaluation
- Markov processes
- sequential decision making
- partially observable process
- multiagent decision making
- optimization models and methods
Computer Vision
- representation of image or scene elements
- image object detection
- image classification
- video classification
- face recognition
Generative AI
- text generation
- image generation
- music generation
- video generation
Artificial Intelligence and Ethics
- bias in AI
- trust in AI
- fear of AI
AI and security
- AI and weapons
- AI and privacy
- AI and surveillance
AI and sustainability
- AI for sustainability
- sustainable AI
