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

NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency AAAI 2022
Efficient and Optimal Algorithms for Contextual Dueling Bandits under Realizability ALT 2022
Online Influence Maximization with Node-Level Feedback Using Standard Offline Oracles AAAI 2022
A Regret Minimization Approach to Multi-Agent Control ICML 2022
Value Function Approximations via Kernel Embeddings for No-Regret Reinforcement Learning ACML 2022
Leveraging the Hints: Adaptive Bidding in Repeated First-Price Auctions NIPS 2022
On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization ICML 2021
Decentralized Learning in Online Queuing Systems NIPS 2021
Regret Minimization Experience Replay in Off-Policy Reinforcement Learning NIPS 2021
Top-k eXtreme Contextual Bandits with Arm Hierarchy ICML 2021
RL for Latent MDPs: Regret Guarantees and a Lower Bound NIPS 2021
Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection NIPS 2021
Beyond $log^2(T)$ regret for decentralized bandits in matching markets ICML 2021
Near-Optimal MNL Bandits Under Risk Criteria AAAI 2021
Oracle-Efficient Regret Minimization in Factored MDPs with Unknown Structure NIPS 2021
Policy Optimization as Online Learning with Mediator Feedback AAAI 2021
Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games AAAI 2021
Finding and Certifying (Near-)Optimal Strategies in Black-Box Extensive-Form Games AAAI 2021
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games ICML 2021
Local Differential Privacy for Regret Minimization in Reinforcement Learning NIPS 2021
Near-Optimal No-Regret Learning in General Games NIPS 2021
A Regret Minimization Approach to Iterative Learning Control ICML 2021
Online Submodular Resource Allocation with Applications to Rebalancing Shared Mobility Systems ICML 2021
Adversarial Dueling Bandits ICML 2021
Almost Optimal Anytime Algorithm for Batched Multi-Armed Bandits ICML 2021