Unavoidable deadends in deterministic partially observable contingent planning.
Lera ShtutlandDorin ShmaryahuRonen I. BrafmanGuy ShaniPublished in: Auton. Agents Multi Agent Syst. (2023)
Keyphrases
- partially observable
- fully observable
- state space
- decision problems
- dynamical systems
- partial observability
- markov decision processes
- reinforcement learning
- partially observable domains
- markov decision problems
- planning problems
- belief state
- belief space
- planning domains
- action models
- infinite horizon
- stochastic domains
- partially observable environments
- partial observations
- hidden state
- symbolic model checking
- partially observable markov decision processes
- classical planning
- orders of magnitude
- deterministic domains
- plan existence
- initially unknown
- partially observable markov decision process
- ai planning
- domain independent
- computational complexity