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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

SOPE: Spectrum of Off-Policy Estimators NIPS 2021
GATSBI: Generative Agent-Centric Spatio-Temporal Object Interaction CVPR 2021
Representation Matters: Offline Pretraining for Sequential Decision Making ICML 2021
Scalable First-Order Methods for Robust MDPs AAAI 2021
No-regret learning with high-probability in adversarial Markov decision processes UAI 2021
Deciding What to Learn: A Rate-Distortion Approach ICML 2021
Algorithms for Fairness in Sequential Decision Making AISTATS 2021
AI for Planning Public Health Interventions IJCAI 2021
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines AAAI 2021
Counterfactual Explanations in Sequential Decision Making Under Uncertainty NIPS 2021
Online Algorithm for Unsupervised Sequential Selection with Contextual Information NIPS 2020
Pure-Past Linear Temporal and Dynamic Logic on Finite Traces IJCAI 2020
Interactive Machine Comprehension with Information Seeking Agents ACL 2020
Learning by Repetition: Stochastic Multi-armed Bandits under Priming Effect UAI 2020
A SUPER* Algorithm to Optimize Paper Bidding in Peer Review UAI 2020
Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making ICML 2020
RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning AAAI 2020
Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis AAAI 2020
Learning and Reasoning for Robot Sequential Decision Making under Uncertainty AAAI 2020
Off-Policy Evaluation in Partially Observable Environments AAAI 2020
Learning to Generalize for Sequential Decision Making EMNLP 2020
Approximate Inference in Discrete Distributions with Monte Carlo Tree Search and Value Functions AISTATS 2020
Causal Bayesian Optimization AISTATS 2020
Lifelong Learning with a Changing Action Set AAAI 2020
The Choice Function Framework for Online Policy Improvement AAAI 2020