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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

Sequence Model Imitation Learning with Unobserved Contexts NIPS 2022
Dungeons and Data: A Large-Scale NetHack Dataset NIPS 2022
Off-Policy Evaluation for Action-Dependent Non-stationary Environments NIPS 2022
Learning to Follow Instructions in Text-Based Games NIPS 2022
Action-Sufficient State Representation Learning for Control with Structural Constraints ICML 2022
Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-optimal Demonstrations AAAI 2022
How to Reduce Action Space for Planning Domains? (Student Abstract) AAAI 2022
Application of Neurosymbolic AI to Sequential Decision Making IJCAI 2022
Utility Theory for Sequential Decision Making ICML 2022
Dynamic Learning in Large Matching Markets NIPS 2022
Multi-Fidelity Best-Arm Identification NIPS 2022
Learning the Optimal Recommendation from Explorative Users AAAI 2022
Contextual Bandits with Large Action Spaces: Made Practical ICML 2022
Information-Theoretic Safe Exploration with Gaussian Processes NIPS 2022
Uni[MASK]: Unified Inference in Sequential Decision Problems NIPS 2022
Amortized Generation of Sequential Algorithmic Recourses for Black-Box Models AAAI 2022
GATSBI: Generative Agent-Centric Spatio-Temporal Object Interaction CVPR 2021
SOPE: Spectrum of Off-Policy Estimators NIPS 2021
AI for Planning Public Health Interventions IJCAI 2021
Bandit Phase Retrieval NIPS 2021
Counterfactual Explanations in Sequential Decision Making Under Uncertainty NIPS 2021
Intelligent and Learning Agents: Four Investigations IJCAI 2021
No-regret learning with high-probability in adversarial Markov decision processes UAI 2021
Representation Matters: Offline Pretraining for Sequential Decision Making ICML 2021
Medical Dead-ends and Learning to Identify High-Risk States and Treatments NIPS 2021