Nikovski, Daniel

14 publications

AAAI 2021 Personalizing Individual Comfort in the Group Setting Emil Laftchiev, Diego Romeres, Daniel Nikovski

ICML 2020 Can Increasing Input Dimensionality Improve Deep Reinforcement Learning? Kei Ota, Tomoaki Oiki, Devesh Jha, Toshisada Mariyama, Daniel Nikovski

CoRL 2020 Deep Reactive Planning in Dynamic Environments Kei Ota, Devesh Jha, Tadashi Onishi, Asako Kanezaki, Yusuke Yoshiyasu, Yoko Sasaki, Toshisada Mariyama, Daniel Nikovski

ICML 2018 Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control Yangchen Pan, Amir-massoud Farahmand, Martha White, Saleh Nabi, Piyush Grover, Daniel Nikovski

IJCAI 2018 Time Series Chains: A Novel Tool for Time Series Data Mining Yan Zhu, Makoto Imamura, Daniel Nikovski, Eamonn J. Keogh

NeurIPS 2017 Random Projection Filter Bank for Time Series Data Amir-massoud Farahmand, Sepideh Pourazarm, Daniel Nikovski

AISTATS 2017 Value-Aware Loss Function for Model-Based Reinforcement Learning Amir Massoud Farahmand, André Barreto, Daniel Nikovski

MLJ 2010 Fast Adaptive Algorithms for Abrupt Change Detection Daniel Nikovski, Ankur Jain

ECML-PKDD 2008 Incremental Exemplar Learning Schemes for Classification on Embedded Devices Ankur Jain, Daniel Nikovski

MLJ 2008 Incremental Exemplar Learning Schemes for Classification on Embedded Devices Ankur Jain, Daniel Nikovski

UAI 2003 Marginalizing Out Future Passengers in Group Elevator Control Daniel Nikovski, Matthew Brand

AAAI 2000 Grounding State Representations in Sensory Experience for Reasoning and Planning by Mobile Robots Daniel Nikovski

ICML 2000 Learning Probabilistic Models for Decision-Theoretic Navigation of Mobile Robots Daniel Nikovski, Illah R. Nourbakhsh

AAAI 1996 Amelia Reid G. Simmons, Sebastian Thrun, Greg Armstrong, Richard Goodwin, Karen Zita Haigh, Sven Koenig, Shyjan Mahamud, Daniel Nikovski, Joseph O'Sullivan