Explaining Full Response Distributions in Causal Reasoning Tasks: The Bayesian Mutation Sampler.
Ivar R. KolvoortLeendert van MaanenPublished in: CogSci (2022)
Keyphrases
- reasoning tasks
- posterior distribution
- probability distribution
- bayesian networks
- description logics
- sequential monte carlo
- logic programming
- automated reasoning
- temporal reasoning
- event calculus
- answer set programming
- situation calculus
- markov chain monte carlo
- genetic algorithm
- posterior probability
- markov chain
- abductive reasoning
- random variables
- bayesian inference
- quantified boolean formulas
- bucket elimination
- maximum likelihood
- evolutionary algorithm
- machine learning
- temporal constraints
- maximum a posteriori
- probabilistic reasoning
- knowledge representation
- probabilistic model