conftrace_

regret minimization

315 papers

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Co-occurring keywords

online learning (1777) multi-armed bandit (1098) regret bound (1926) stochastic optimization (1060) game theory (854) online algorithm (445) reinforcement learning (4352) markov decision process (790) nash equilibrium (398) extensive-form game (86)

Papers

Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures NIPS 2023
FIRAL: An Active Learning Algorithm for Multinomial Logistic Regression NIPS 2023
Incentive-aware Contextual Pricing with Non-parametric Market Noise AISTATS 2023
No-Regret Online Reinforcement Learning with Adversarial Losses and Transitions NIPS 2023
Statistical and Computational Trade-off in Multi-Agent Multi-Armed Bandits NIPS 2023
Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation ICML 2023
Is Learning in Games Good for the Learners? NIPS 2023
Dynamical Linear Bandits ICML 2023
Multiplier Bootstrap-based Exploration ICML 2023
Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games NIPS 2023
Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits ICML 2023
Quantum Multi-Armed Bandits and Stochastic Linear Bandits Enjoy Logarithmic Regrets AAAI 2023
Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost ICML 2023
Proportional Response: Contextual Bandits for Simple and Cumulative Regret Minimization NIPS 2023
Multi-Fidelity Multi-Armed Bandits Revisited NIPS 2023
Statistical Inference on Multi-armed Bandits with Delayed Feedback ICML 2023
An Information-Theoretic Analysis of Nonstationary Bandit Learning ICML 2023
Regret Minimization and Convergence to Equilibria in General-sum Markov Games ICML 2023
Weighted Tallying Bandits: Overcoming Intractability via Repeated Exposure Optimality ICML 2023
Adapting to game trees in zero-sum imperfect information games ICML 2023
Regret-Minimizing Double Oracle for Extensive-Form Games ICML 2023
Tight Regret Bounds for Single-pass Streaming Multi-armed Bandits ICML 2023
Team Belief DAG: Generalizing the Sequence Form to Team Games for Fast Computation of Correlated Team Max-Min Equilibria via Regret Minimization ICML 2023
Online Learning in Stackelberg Games with an Omniscient Follower ICML 2023
Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits NIPS 2023