conftrace_

sequential decision

123 papers

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Co-occurring keywords

regret bound (1926) sequential decision making (215) multi-armed bandit (1098) reinforcement learning (4352) online learning (1777) online algorithm (445) contextual bandit (381) markov decision process (790) sequential decision-making (94) bayesian optimization (624)

Papers

Making the most of your day: online learning for optimal allocation of time NIPS 2021
Online Convex Optimization with Continuous Switching Constraint NIPS 2021
Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Making by Reinforcement Learning NIPS 2021
Active Offline Policy Selection NIPS 2021
Ethically Compliant Sequential Decision Making AAAI 2021
Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding NIPS 2020
R-learning in actor-critic model offers a biologically relevant mechanism for sequential decision-making NIPS 2020
Benefits of Intermediate Annotations in Reading Comprehension ACL 2020
Fighting Wildfires under Uncertainty - A Sequential Resource Allocation Approach IJCAI 2020
Lifelong Learning with a Changing Action Set AAAI 2020
Prophets, Secretaries, and Maximizing the Probability of Choosing the Best AISTATS 2020
Thompson Sampling for Unsupervised Sequential Selection ACML 2020
Efficient and Robust High-Dimensional Linear Contextual Bandits IJCAI 2020
A Survey of Reinforcement Learning Informed by Natural Language IJCAI 2019
Online Pandora’s Boxes and Bandits AAAI 2019
Leveraging Human Guidance for Deep Reinforcement Learning Tasks IJCAI 2019
Rethinking the Discount Factor in Reinforcement Learning: A Decision Theoretic Approach AAAI 2019
Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos AAAI 2019
Optimal Testing in the Experiment-rich Regime AISTATS 2019
Model-Free Model Reconciliation IJCAI 2019
Adaptive Sequence Submodularity NIPS 2019
ATSIS: Achieving the Ad hoc Teamwork by Sub-task Inference and Selection IJCAI 2019
Learning Resource Allocation and Pricing for Cloud Profit Maximization AAAI 2019
Maximum Entropy Monte-Carlo Planning NIPS 2019
Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness NIPS 2019