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sequential decision making

213 papers

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Also known as

SDM

Co-occurring keywords

reinforcement learning (4122) multi-armed bandit (1091) sequential decision (123) markov decision process (788) regret bound (1918) online learning (1770) sequential decision-making (94) policy optimization (630) active learning (1295) policy learning (699)

Papers

Active Exploration via Experiment Design in Markov Chains AISTATS 2023
On Adaptivity and Safety in Sequential Decision Making IJCAI 2023
Reference-Based POMDPs NIPS 2023
Distributed Offline Policy Optimization Over Batch Data AISTATS 2023
Delayed Feedback in Kernel Bandits ICML 2023
Thresholded linear bandits AISTATS 2023
Improving the Knowledge Gradient Algorithm NIPS 2023
History Filtering in Imperfect Information Games: Algorithms and Complexity NIPS 2023
Finding Counterfactually Optimal Action Sequences in Continuous State Spaces NIPS 2023
Pareto Regret Analyses in Multi-objective Multi-armed Bandit ICML 2023
Optimal Arms Identification with Knapsacks ICML 2023
Imitation Learning from Imperfection: Theoretical Justifications and Algorithms NIPS 2023
A Reduction-based Framework for Sequential Decision Making with Delayed Feedback NIPS 2023
Local Justice and Machine Learning: Modeling and Inferring Dynamic Ethical Preferences toward Allocations AAAI 2023
Aerial Vision-and-Dialog Navigation ACL 2023
Masked Trajectory Models for Prediction, Representation, and Control ICML 2023
Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation AISTATS 2023
ACE: Cooperative Multi-Agent Q-learning with Bidirectional Action-Dependency AAAI 2023
Reinforcement Learning with Stepwise Fairness Constraints AISTATS 2023
Optimal Treatment Allocation for Efficient Policy Evaluation in Sequential Decision Making NIPS 2023
State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding NIPS 2023
Simulating Network Paths with Recurrent Buffering Units AAAI 2023
Safe Learning in Tree-Form Sequential Decision Making: Handling Hard and Soft Constraints ICML 2022
Off-Policy Evaluation for Action-Dependent Non-stationary Environments NIPS 2022
An Online Learning Approach towards Far-sighted Emergency Relief Planning under Intentional Attacks in Conflict Areas IJCAI 2022