sequential decision making

Sequential Decision Making with Expert Demonstrations under Unobserved Heterogeneity NeurIPS 2024 Speculative Monte-Carlo Tree Search NeurIPS 2024 Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections EMNLP 2024 Towards Autonomous Tool Utilization in Language Models: A Unified, Efficient and Scalable Framework COLING 2024 UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models EMNLP 2024 Vertical Symbolic Regression via Deep Policy Gradient IJCAI 2024 What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement Learning IJCAI 2024 ACE: Cooperative Multi-Agent Q-learning with Bidirectional Action-Dependency AAAI 2023 Active Exploration via Experiment Design in Markov Chains AISTATS 2023 AdaPlanner: Adaptive Planning from Feedback with Language Models NeurIPS 2023 Aerial Vision-and-Dialog Navigation ACL 2023 An Instrumental Variable Approach to Confounded Off-Policy Evaluation ICML 2023 A Reduction-based Framework for Sequential Decision Making with Delayed Feedback NeurIPS 2023 Assessing Learned Representations under Open-World Novelty AAAI 2023 Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings NeurIPS 2023 Consistent Aggregation of Objectives with Diverse Time Preferences Requires Non-Markovian Rewards NeurIPS 2023 Delayed Feedback in Generalised Linear Bandits Revisited AISTATS 2023 Delayed Feedback in Kernel Bandits ICML 2023 Distance Weighted Supervised Learning for Offline Interaction Data ICML 2023 Distributed Offline Policy Optimization Over Batch Data AISTATS 2023 Dynamical Linear Bandits ICML 2023 Extracting Reward Functions from Diffusion Models NeurIPS 2023 Federated Linear Contextual Bandits with User-level Differential Privacy ICML 2023 Finding Counterfactually Optimal Action Sequences in Continuous State Spaces NeurIPS 2023 Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation AAAI 2023