Antonín Komenda
Ceské vysoké ucení technické v Praze
H-index: 19
Europe-Czech Republic
Top articles of Antonín Komenda
Optimize Planning Heuristics to Rank, not to Estimate Cost-to-Goal
Advances in Neural Information Processing Systems
2024/2/13
Analysis of Learning Heuristic Estimates for Grid Planning with Cellular Simultaneous Recurrent Networks
SN Computer Science
2023/9/27
Antonín Komenda
H-Index: 12
Heuristic Search Optimisation Using Planning and Curriculum Learning Techniques
2023/9/5
Antonín Komenda
H-Index: 12
Semantically Layered Representation for Planning Problems and Its Usage for Heuristic Computation Using Cellular Simultaneous Recurrent Neural Networks.
2023
Antonín Komenda
H-Index: 12
Privacy leakage of search-based multi-agent planning algorithms
Autonomous Agents and Multi-Agent Systems
2022/10
Michal Štolba
H-Index: 11
Antonín Komenda
H-Index: 12
A Differentiable Loss Function for Learning Heuristics in A
arXiv preprint arXiv:2209.05206
2022/9/12
Grid Representation in Neural Networks for Automated Planning.
2022
Antonín Komenda
H-Index: 12
Learning Heuristic Estimates for Planning in Grid Domains by Cellular Simultaneous Recurrent Networks.
2022
Antonín Komenda
H-Index: 12
Heuristic search planning with deep neural networks using imitation, attention and curriculum learning
arXiv preprint arXiv:2112.01918
2021/12/3
Neural networks for model-free and scale-free automated planning
Knowledge and Information Systems
2021/12
Antonín Komenda
H-Index: 12
Strengthening potential heuristics with mutexes and disambiguations
Proceedings of the International Conference on Automated Planning and Scheduling
2020/6/1
Rostislav Horčík
H-Index: 9
Antonín Komenda
H-Index: 12
Secure Multi-agent Planning via Sharemind.
2020
Antonín Komenda
H-Index: 12
Model-free automated planning using neural networks
Proceedings of the 1st Workshop on Bridging the Gap Between AI Planning and Reinforcement Learning (PRL) of the International Conference on Automated Planning and Scheduling
2020
Co-Authors
