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- 2025
-
Mark
EzSkiROS : enhancing robot skill composition with embedded DSL for early error detection
- Contribution to journal › Article
-
Mark
A Unified Framework for Real-Time Failure Handling in Robotics Using Vision-Language Models, Reactive Planner and Behavior Trees
(2025) 21st IEEE International Conference on Automation Science and Engineering, CASE 2025 p.887-894
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Bayesian optimization across the spectrum of knowledge : enhancing efficiency through beliefs, information and assumptions
(2025)
- Thesis › Doctoral thesis (compilation)
-
Mark
Bayesian optimization in high dimensions : a journey through subspaces and challenges
(2025)
- Thesis › Doctoral thesis (compilation)
-
Mark
Unified framework for entropy search and expected improvement in Bayesian optimization
(2025)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Exploring exploration in Bayesian 0ptimization
(2025)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Understanding high-dimensional Bayesian optimization
(2025)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Leveraging axis-aligned subspaces for high-dimensional Bayesian optimization with group testing
(2025)
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Accelerating aqueous electrolyte design with automated full-cell battery experimentation and Bayesian optimization
- Contribution to journal › Article
-
Mark
Towards self-reliant robots : skill learning, failure recovery, and real-time adaptation: integrating behavior trees, reinforcement learning, and vision-language models for robust robotic autonomy
(2025)
- Thesis › Doctoral thesis (compilation)
