sequential decision making

A SUPER* Algorithm to Optimize Paper Bidding in Peer Review UAI 2020 Bandit Convex Optimization in Non-stationary Environments AISTATS 2020 Causal Bayesian Optimization AISTATS 2020 Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making ICML 2020 Efficient and Robust High-Dimensional Linear Contextual Bandits IJCAI 2020 Exploratory Grasping: Asymptotically Optimal Algorithms for Grasping Challenging Polyhedral Objects CoRL 2020 Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis AAAI 2020 GraphOpt: Learning Optimization Models of Graph Formation ICML 2020 Improving Online Rent-or-Buy Algorithms with Sequential Decision Making and ML Predictions NeurIPS 2020 Information Directed Sampling for Linear Partial Monitoring COLT 2020 Interactive Machine Comprehension with Information Seeking Agents ACL 2020 Learning and Reasoning for Robot Sequential Decision Making under Uncertainty AAAI 2020 Learning by Repetition: Stochastic Multi-armed Bandits under Priming Effect UAI 2020 Learning to Generalize for Sequential Decision Making EMNLP 2020 Lifelong Learning with a Changing Action Set AAAI 2020 Off-Policy Evaluation in Partially Observable Environments AAAI 2020 On Computation and Generalization of Generative Adversarial Imitation Learning ICLR 2020 On Efficiency in Hierarchical Reinforcement Learning NeurIPS 2020 Online Algorithm for Unsupervised Sequential Selection with Contextual Information NeurIPS 2020 Planning with General Objective Functions: Going Beyond Total Rewards NeurIPS 2020 Pure-Past Linear Temporal and Dynamic Logic on Finite Traces IJCAI 2020 RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning AAAI 2020 Sharp Thresholds of the Information Cascade Fragility Under a Mismatched Model AISTATS 2020 The Choice Function Framework for Online Policy Improvement AAAI 2020 Tight Lower Bounds for Combinatorial Multi-Armed Bandits COLT 2020