Andi Nika
6 papers · 2020–2025 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(2)
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Academic Marathon
(5)
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Cross-Pollinator
(9)
Conferences
AISTATS (5)
ICML (1)
Top co-authors
Keywords
multi-armed bandit
(2)
regret bound
(2)
adversarial learning
(1)
offline reinforcement learning
(1)
corruption robustness
(1)
nash equilibrium
(1)
value iteration
(1)
adaptive discretization
(1)
upper confidence bound
(1)
contextual bandit
(1)
markov game
(1)
data corruption
(1)
two-player zero-sum markov game
(1)
reward poisoning
(1)
multi-agent system
(1)
adaptive attacker
(1)
combinatorial optimization
(1)
pessimistic minimax
(1)
reinforcement learning
(1)
Papers
Policy Teaching via Data Poisoning in Learning from Human Preferences
AISTATS 2025
Corruption Robust Offline Reinforcement Learning with Human Feedback
AISTATS 2025
Corruption-Robust Offline Two-Player Zero-Sum Markov Games
AISTATS 2024
Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences
ICML 2024
Online Defense Strategies for Reinforcement Learning Against Adaptive Reward Poisoning
AISTATS 2023
Contextual Combinatorial Volatile Multi-armed Bandit with Adaptive Discretization
AISTATS 2020