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Sequential Decision Making

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Showing 451–475 of 1210 papers

TitleStatusHype
Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search—0
Safe Sequential Optimization for Switching Environments—0
Using General Value Functions to Learn Domain-Backed Inventory Management Policies—0
Efficient Symbolic Policy Learning with Differentiable Symbolic ExpressionCode0
Rethinking Decision Transformer via Hierarchical Reinforcement Learning—0
Safety-aware Causal Representation for Trustworthy Offline Reinforcement Learning in Autonomous Driving—0
Regret-Minimization Algorithms for Multi-Agent Cooperative Learning Systems—0
High-Dimensional Prediction for Sequential Decision Making—0
O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models—0
Robust Visual Imitation Learning with Inverse Dynamics Representations—0
Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes—0
Auction-Based Scheduling—0
Keep Various Trajectories: Promoting Exploration of Ensemble Policies in Continuous Control—0
Partially Observable Stochastic Games with Neural Perception Mechanisms—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
Learning to Reach Goals via DiffusionCode0
Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods—0
Towards a Unified Framework for Sequential Decision Making—0
Learning to Make Adherence-Aware Advice—0
TraCE: Trajectory Counterfactual Explanation ScoresCode0
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