Andi Nika

According to our database, Andi Nika authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Corruption Robust Offline Reinforcement Learning with Human Feedback.

Debmalya Mandal, Andi Nika, Parameswaran Kamalaruban, Adish Singla, Goran Radanovic

CoRR, 2024

Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences.

Andi Nika, Debmalya Mandal, Parameswaran Kamalaruban, Georgios Tzannetos, Goran Radanovic, Adish Singla

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Corruption-Robust Offline Two-Player Zero-Sum Markov Games.

Andi Nika, Debmalya Mandal, Adish Singla, Goran Radanovic

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Online Context-Aware Task Assignment in Mobile Crowdsourcing via Adaptive Discretization.

Sepehr Elahi, Andi Nika, Cem Tekin

IEEE Trans. Netw. Sci. Eng., 2023

Online Defense Strategies for Reinforcement Learning Against Adaptive Reward Poisoning.

Andi Nika, Adish Singla, Goran Radanovic

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2021

Multi-User Small Base Station Association via Contextual Combinatorial Volatile Bandits.

Muhammad Anjum Qureshi, Andi Nika, Cem Tekin

IEEE Trans. Commun., 2021

Contextual Combinatorial Volatile Bandits via Gaussian Processes.

Andi Nika, Sepehr Elahi, Cem Tekin

CoRR, 2021

2020

Pareto Active Learning with Gaussian Processes and Adaptive Discretization.

Andi Nika, Kerem Bozgan, Çagin Ararat, Cem Tekin

CoRR, 2020

Contextual Combinatorial Volatile Multi-armed Bandit with Adaptive Discretization.

Andi Nika, Sepehr Elahi, Cem Tekin

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020