regret minimization

Quantum Multi-Armed Bandits and Stochastic Linear Bandits Enjoy Logarithmic Regrets AAAI 2023 Rectified Pessimistic-Optimistic Learning for Stochastic Continuum-armed Bandit with Constraints L4DC 2023 Regret Minimization and Convergence to Equilibria in General-sum Markov Games ICML 2023 Regret Minimization via Saddle Point Optimization NeurIPS 2023 Regret-Minimizing Double Oracle for Extensive-Form Games ICML 2023 Statistical and Computational Trade-off in Multi-Agent Multi-Armed Bandits NeurIPS 2023 Statistical Inference on Multi-armed Bandits with Delayed Feedback 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 Tight Regret Bounds for Single-pass Streaming Multi-armed Bandits ICML 2023 Uniformly Conservative Exploration in Reinforcement Learning AISTATS 2023 Weighted Tallying Bandits: Overcoming Intractability via Repeated Exposure Optimality ICML 2023 Adaptively Exploiting d-Separators with Causal Bandits NeurIPS 2022 An α-No-Regret Algorithm For Graphical Bilinear Bandits NeurIPS 2022 An Experimental Design Approach for Regret Minimization in Logistic Bandits AAAI 2022 A Regret Minimization Approach to Multi-Agent Control ICML 2022 A Survey of Risk-Aware Multi-Armed Bandits IJCAI 2022 Asynchronous Upper Confidence Bound Algorithms for Federated Linear Bandits AISTATS 2022 A Unifying Framework for Online Optimization with Long-Term Constraints NeurIPS 2022 Bayesian Change-Point Detection for Bandit Feedback in Non-stationary Environments ACML 2022 Benefits of Permutation-Equivariance in Auction Mechanisms NeurIPS 2022 Branching Reinforcement Learning ICML 2022 Decision-Focused Learning: Through the Lens of Learning to Rank ICML 2022 Differentially Private Regret Minimization in Episodic Markov Decision Processes AAAI 2022 Efficient and Optimal Algorithms for Contextual Dueling Bandits under Realizability ALT 2022 Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems NeurIPS 2022