Andi Nika

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Gaussian Process

Reinforcement Learning

Exploration Strategy

Multi Armed Bandit

Top Venues

IEEE Trans. Commun.

IEEE Trans. Netw. Sci. Eng.

Publications

Andi Nika, Debmalya Mandal, Adish Singla, Goran Radanovic
Corruption-Robust Offline Two-Player Zero-Sum Markov Games. AISTATS (2024)
Andi Nika, Debmalya Mandal, Adish Singla, Goran Radanovic
Corruption-Robust Offline Two-Player Zero-Sum Markov Games. CoRR (2024)
Debmalya Mandal, Andi Nika, Parameswaran Kamalaruban, Adish Singla, Goran Radanovic
Corruption Robust Offline Reinforcement Learning with Human Feedback. CoRR (2024)
Andi Nika, Debmalya Mandal, Parameswaran Kamalaruban, Georgios Tzannetos, Goran Radanovic, Adish Singla
Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences. CoRR (2024)
Andi Nika, Adish Singla, Goran Radanovic
Online Defense Strategies for Reinforcement Learning Against Adaptive Reward Poisoning. AISTATS (2023)
Sepehr Elahi, Andi Nika, Cem Tekin
Online Context-Aware Task Assignment in Mobile Crowdsourcing via Adaptive Discretization. IEEE Trans. Netw. Sci. Eng. 10 (1) (2023)
Muhammad Anjum Qureshi, Andi Nika, Cem Tekin
Multi-User Small Base Station Association via Contextual Combinatorial Volatile Bandits. IEEE Trans. Commun. 69 (6) (2021)
Andi Nika, Sepehr Elahi, Cem Tekin
Contextual Combinatorial Volatile Bandits via Gaussian Processes. CoRR (2021)
Andi Nika, Sepehr Elahi, Cem Tekin
Contextual Combinatorial Volatile Multi-armed Bandit with Adaptive Discretization. AISTATS (2020)
Andi Nika, Kerem Bozgan, Çagin Ararat, Cem Tekin
Pareto Active Learning with Gaussian Processes and Adaptive Discretization. CoRR (2020)