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bandit feedback

118 papers

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Co-occurring keywords

regret bound (1926) online learning (1777) multi-armed bandit (1098) multiclass classification (181) multi-agent system (1819) online convex optimization (165) markov decision process (790) reinforcement learning (4352) stochastic optimization (1060) online algorithm (445)

Papers

Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback NIPS 2022
Sequential Blocked Matching AAAI 2022
A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback AAAI 2022
Scale-Free Adversarial Multi Armed Bandits ALT 2022
Policy Optimization for Stochastic Shortest Path COLT 2022
Minimax Regret for Stochastic Shortest Path with Adversarial Costs and Known Transition COLT 2021
On the Rate of Convergence of Regularized Learning in Games: From Bandits and Uncertainty to Optimism and Beyond NIPS 2021
Human-AI Collaboration with Bandit Feedback IJCAI 2021
Online Boosting with Bandit Feedback ALT 2021
Combinatorial Pure Exploration with Full-Bandit or Partial Linear Feedback AAAI 2021
Matrix games with bandit feedback UAI 2021
Optimal regret algorithm for Pseudo-1d Bandit Convex Optimization ICML 2021
Online learning in MDPs with linear function approximation and bandit feedback. NIPS 2021
Learning from eXtreme Bandit Feedback AAAI 2021
Sample-Efficient Learning of Stackelberg Equilibria in General-Sum Games NIPS 2021
Beyond Bandit Feedback in Online Multiclass Classification NIPS 2021
No-regret learning with high-probability in adversarial Markov decision processes UAI 2021
Finding the Stochastic Shortest Path with Low Regret: the Adversarial Cost and Unknown Transition Case ICML 2021
Cost-Effective Incentive Allocation via Structured Counterfactual Inference AAAI 2020
Optimistic Policy Optimization with Bandit Feedback ICML 2020
Exact Passive-Aggressive Algorithms for Multiclass Classification Using Bandit Feedbacks ACML 2020
Online Dense Subgraph Discovery via Blurred-Graph Feedback ICML 2020
Learning Adversarial Markov Decision Processes with Bandit Feedback and Unknown Transition ICML 2020
Differentially Private Online Submodular Minimization AISTATS 2019
Bandit Multiclass Linear Classification: Efficient Algorithms for the Separable Case ICML 2019