exploration-exploitation tradeoff

DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization ICLR 2024 Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment JMLR 2024 Hierarchize Pareto Dominance in Multi-Objective Stochastic Linear Bandits AAAI 2024 In-context Exploration-Exploitation for Reinforcement Learning ICLR 2024 Local Anti-Concentration Class: Logarithmic Regret for Greedy Linear Contextual Bandit NeurIPS 2024 Optimistic Bayesian Optimization with Unknown Constraints ICLR 2024 Power Mean Estimation in Stochastic Monte-Carlo Tree Search UAI 2024 Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates NeurIPS 2024 Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms NeurIPS 2024 A Partially Observable Monte Carlo Planning Algorithm Based on Path Modification ACML 2023 Bandits with costly reward observations UAI 2023 Efficient Failure Pattern Identification of Predictive Algorithms UAI 2023 Exploring the Sensitivity of LLMs’ Decision-Making Capabilities: Insights from Prompt Variations and Hyperparameters EMNLP 2023 Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB AISTATS 2023 LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework ICML 2023 Nonstationary Bandit Learning via Predictive Sampling AISTATS 2023 OPT-GAN: A Broad-Spectrum Global Optimizer for Black-Box Problems by Learning Distribution AAAI 2023 Regret Minimization via Saddle Point Optimization NeurIPS 2023 Replicable Bandits ICLR 2023 Reward-Biased Maximum Likelihood Estimation for Neural Contextual Bandits: A Distributional Learning Perspective AAAI 2023 Stochastic Gradient Succeeds for Bandits ICML 2023 Anti-Concentrated Confidence Bonuses For Scalable Exploration ICLR 2022 A Survey of Risk-Aware Multi-Armed Bandits IJCAI 2022 Bayesian Reinforcement Learning for Single-Episode Missions in Partially Unknown Environments CoRL 2022 Learning to Map for Active Semantic Goal Navigation ICLR 2022