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Sequential Decision Making

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TitleStatusHype
Keep Various Trajectories: Promoting Exploration of Ensemble Policies in Continuous Control—0
Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPsCode0
Autonomous Tree-search Ability of Large Language Models—0
Imitation Learning from Purified DemonstrationsCode0
Evaluating Explanation Methods for Vision-and-Language Navigation—0
Global Convergence of Policy Gradient Methods in Reinforcement Learning, Games and Control—0
Optimal Sequential Decision-Making in Geosteering: A Reinforcement Learning Approach—0
Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods—0
Learning to Reach Goals via DiffusionCode0
Towards a Unified Framework for Sequential Decision Making—0
Learning to Make Adherence-Aware Advice—0
TraCE: Trajectory Counterfactual Explanation ScoresCode0
State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding—0
Delays in Reinforcement Learning—0
Safe POMDP Online Planning via Shielding—0
Interactively Teaching an Inverse Reinforcement Learner with Limited FeedbackCode0
Efficient quantum recurrent reinforcement learning via quantum reservoir computing—0
Fidelity-Induced Interpretable Policy Extraction for Reinforcement Learning—0
Bootstrapping Adaptive Human-Machine Interfaces with Offline Reinforcement Learning—0
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit RateCode0
INTAGS: Interactive Agent-Guided Simulation—0
Pure Exploration under Mediators' Feedback—0
Improving Generalization in Reinforcement Learning Training Regimes for Social Robot NavigationCode0
Simple Modification of the Upper Confidence Bound Algorithm by Generalized Weighted AveragesCode0
Bayesian Exploration Networks—0
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