Bridging Commonsense Reasoning and Probabilistic Planning via a Probabilistic Action Language.
Yi WangShiqi ZhangJoohyung LeePublished in: CoRR (2019)
Keyphrases
- probabilistic planning
- commonsense reasoning
- action language
- event calculus
- situation calculus
- heuristic search
- reasoning about actions
- nonmonotonic reasoning
- planning problems
- description language
- incomplete information
- planning under uncertainty
- knowledge representation
- action theories
- classical logic
- markov decision processes
- logic programming
- web services
- partially observable
- bayesian networks