Point-Based POMDP Algorithms: Improved Analysis and Implementation
Trey SmithReid G. SimmonsPublished in: CoRR (2012)
Keyphrases
- significant improvement
- computational cost
- orders of magnitude
- complexity analysis
- computationally efficient
- machine learning algorithms
- point based value iteration
- data analysis
- np hard
- statistical analysis
- partially observable markov decision processes
- times faster
- benchmark datasets
- theoretical analysis
- neural network
- evolutionary algorithm
- reinforcement learning
- learning algorithm
- machine learning