Towards Improving Learning from Demonstration Algorithms via MCMC Methods.
Carl QiEdward SunHarry ZhangPublished in: CoRR (2024)
Keyphrases
- methods outperform
- significant improvement
- synthetic and real data sets
- computational cost
- benchmark datasets
- heuristic methods
- computationally intensive
- synthetic and real datasets
- machine learning methods
- machine learning algorithms
- optimization methods
- high computational complexity
- methods require
- computationally demanding
- search methods
- theoretical guarantees
- problems in computer vision
- computer vision algorithms
- methods can be applied
- data sets
- statistical methods
- computationally expensive
- data structure
- density estimation
- monte carlo
- data mining techniques
- lower bound
- computational complexity
- search algorithm
- learning algorithm