Learnability with PAC Semantics for Multi-agent Beliefs.
Ionela Georgiana MocanuVaishak BelleBrendan JubaPublished in: AAMAS (2023)
Keyphrases
- multi agent
- pac learning
- concept class
- propositional dynamic logic
- agnostic learning
- belief revision
- formal semantics
- upper bound
- vc dimension
- statistical queries
- learning algorithm
- finite automata
- uniform distribution
- boolean functions
- cooperative
- logical properties
- inductive inference
- agent communication
- vapnik chervonenkis dimension
- decision making
- multiple agents
- semantic information
- efficient learning
- sample complexity
- coalition formation
- learning theory
- modal operators
- autonomous agents
- intelligent agents
- logic programming