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

Improving Environment Novelty Quantification for Effective Unsupervised Environment Design NIPS 2024
Regret Minimization in Stackelberg Games with Side Information NIPS 2024
Directional Optimism for Safe Linear Bandits AISTATS 2024
Beyond Primal-Dual Methods in Bandits with Stochastic and Adversarial Constraints NIPS 2024
A Doubly Robust Approach to Sparse Reinforcement Learning AISTATS 2024
Learning Not to Regret AAAI 2024
(ε, u)-Adaptive Regret Minimization in Heavy-Tailed Bandits COLT 2024
Online Stackelberg Optimization via Nonlinear Control COLT 2024
Multi-Agent Imitation Learning: Value is Easy, Regret is Hard NIPS 2024
A Simple and Optimal Approach for Universal Online Learning with Gradient Variations NIPS 2024
Online Recommendations for Agents with Discounted Adaptive Preferences ALT 2024
Convergence of No-Swap-Regret Dynamics in Self-Play NIPS 2024
Regret-Minimizing Double Oracle for Extensive-Form Games ICML 2023
Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits NIPS 2023
Logarithmic regret in communicating MDPs: Leveraging known dynamics with bandits ACML 2023
Polynomial-Time Linear-Swap Regret Minimization in Imperfect-Information Sequential Games NIPS 2023
Incentive-aware Contextual Pricing with Non-parametric Market Noise AISTATS 2023
An Information-Theoretic Analysis of Nonstationary Bandit Learning ICML 2023
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
Statistical Inference on Multi-armed Bandits with Delayed Feedback ICML 2023
Tight Regret Bounds for Single-pass Streaming Multi-armed Bandits ICML 2023
Proportional Response: Contextual Bandits for Simple and Cumulative Regret Minimization NIPS 2023
Near-Optimal $Φ$-Regret Learning in Extensive-Form Games ICML 2023
Multiplier Bootstrap-based Exploration ICML 2023