The Solution for the sequential task continual learning track of the 2nd Greater Bay Area International Algorithm Competition.
Sishun PanXixian WuTingmin LiLongfei HuangMingxu FengZhonghua WanYang YangPublished in: CoRR (2024)
Keyphrases
- learning algorithm
- optimal solution
- solution quality
- incremental learning
- search strategy
- expectation maximization
- optimization algorithm
- significant improvement
- learning speed
- np hard
- theoretical analysis
- probabilistic model
- similarity measure
- ant colony optimization
- optimization method
- learning tasks
- greedy strategy
- learning process
- objective function
- computational complexity
- computer science
- k means
- prior knowledge
- active learning
- cost function
- dynamic programming
- times faster
- experimental evaluation
- convergence rate
- preprocessing
- online learning
- high accuracy
- exact solution
- learning rules
- learning phase
- search algorithm
- supervised learning