Learnability with PAC Semantics for Multi-agent Beliefs.
Ionela G. MocanuVaishak BelleBrendan JubaPublished in: Theory Pract. Log. Program. (2023)
Keyphrases
- multi agent
- pac learning
- propositional dynamic logic
- formal semantics
- concept class
- vc dimension
- agnostic learning
- multi agent systems
- learning algorithm
- agent communication
- sample complexity
- inductive inference
- reinforcement learning
- sample size
- logic programming
- finite automata
- boolean functions
- uniform distribution
- belief revision
- semantic information
- logical properties
- modal operators
- uniform convergence
- cooperative
- machine learning
- vapnik chervonenkis dimension
- dynamic logic
- epistemic states
- special case
- concept classes
- efficient learning
- pattern languages
- description logics
- membership queries
- multiple agents
- multiagent systems