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sequential decision-making

94 papers

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Also known as

SDM

Co-occurring keywords

reinforcement learning (4122) sequential decision making (213) regret bound (1918) multi-armed bandit (1091) sequential decision (123) large language model (12755) online learning (1770) causal inference (1619) markov decision process (788) offline reinforcement learning (492)

Papers

AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents NIPS 2024
Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis IJCAI 2024
OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators NIPS 2024
Autoregressive Bandits AISTATS 2024
Online Calibrated and Conformal Prediction Improves Bayesian Optimization AISTATS 2024
UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models EMNLP 2024
Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls JMLR 2024
Long-Term Fair Decision Making through Deep Generative Models AAAI 2024
Robust Active Measuring under Model Uncertainty AAAI 2024
Parameterized Projected Bellman Operator AAAI 2024
Federated Linear Contextual Bandits with User-level Differential Privacy ICML 2023
Delayed Feedback in Generalised Linear Bandits Revisited AISTATS 2023
Learning to reason about contextual knowledge for planning under uncertainty UAI 2023
Dynamical Linear Bandits ICML 2023
Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning IJCAI 2023
Assessing Learned Representations under Open-World Novelty AAAI 2023
Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings NIPS 2023
Extracting Reward Functions from Diffusion Models NIPS 2023
Offline Reinforcement Learning with Differential Privacy NIPS 2023
AdaPlanner: Adaptive Planning from Feedback with Language Models NIPS 2023
Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation AAAI 2023
Regret Minimization via Saddle Point Optimization NIPS 2023
Large Decision Models IJCAI 2023
Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting AAAI 2022
Deep Reinforcement Learning for Entity Alignment ACL 2022