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2020 – today
- 2024
[c4]Andi Nika, Debmalya Mandal, Adish Singla, Goran Radanovic:
Corruption-Robust Offline Two-Player Zero-Sum Markov Games. AISTATS 2024: 1243-1251- [c3]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. ICML 2024 - [i5]Debmalya Mandal, Andi Nika, Parameswaran Kamalaruban, Adish Singla, Goran Radanovic:
Corruption Robust Offline Reinforcement Learning with Human Feedback. CoRR abs/2402.06734 (2024) - [i4]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 abs/2403.01857 (2024) - [i3]Andi Nika, Debmalya Mandal, Adish Singla, Goran Radanovic:
Corruption-Robust Offline Two-Player Zero-Sum Markov Games. CoRR abs/2403.07933 (2024) - 2023
- [j2]Sepehr Elahi
, Andi Nika, Cem Tekin:
Online Context-Aware Task Assignment in Mobile Crowdsourcing via Adaptive Discretization. IEEE Trans. Netw. Sci. Eng. 10(1): 305-320 (2023) - [c2]Andi Nika, Adish Singla, Goran Radanovic:
Online Defense Strategies for Reinforcement Learning Against Adaptive Reward Poisoning. AISTATS 2023: 335-358 - 2021
- [j1]Muhammad Anjum Qureshi, Andi Nika, Cem Tekin:
Multi-User Small Base Station Association via Contextual Combinatorial Volatile Bandits. IEEE Trans. Commun. 69(6): 3726-3740 (2021) - [i2]Andi Nika, Sepehr Elahi, Cem Tekin:
Contextual Combinatorial Volatile Bandits via Gaussian Processes. CoRR abs/2110.02248 (2021) - 2020
- [c1]Andi Nika, Sepehr Elahi, Cem Tekin:
Contextual Combinatorial Volatile Multi-armed Bandit with Adaptive Discretization. AISTATS 2020: 1486-1496 - [i1]Andi Nika, Kerem Bozgan, Çagin Ararat, Cem Tekin:
Pareto Active Learning with Gaussian Processes and Adaptive Discretization. CoRR abs/2006.14061 (2020)
Coauthor Index
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