Bridging Commonsense Reasoning and Probabilistic Planning via a Probabilistic Action Language.
Yi WangShiqi ZhangJoohyung LeePublished in: Theory Pract. Log. Program. (2019)
Keyphrases
- probabilistic planning
- commonsense reasoning
- action language
- event calculus
- reasoning about actions
- description language
- nonmonotonic reasoning
- planning problems
- heuristic search
- situation calculus
- incomplete information
- knowledge representation
- planning under uncertainty
- logic programming
- action theories
- markov decision processes
- partially observable
- state space
- answer set programming
- classical logic
- domain independent
- high level
- object oriented