The TTT Algorithm: A Redundancy-Free Approach to Active Automata Learning.
Malte IsbernerFalk HowarBernhard SteffenPublished in: RV (2014)
Keyphrases
- learning algorithm
- learning speed
- incremental learning
- learning scheme
- computational complexity
- detection algorithm
- optimization algorithm
- high accuracy
- deterministic finite automata
- recognition algorithm
- dynamic programming
- np hard
- search space
- computational cost
- worst case
- cost function
- particle swarm optimization
- finite state automata
- theoretical analysis
- significant improvement
- cellular automata
- times faster
- preprocessing
- reinforcement learning
- optimal solution
- similarity measure
- finite automata
- learning phase
- learning environment
- expectation maximization
- mobile robot