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Multi-Objective Reinforcement Learning

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Showing 51–75 of 143 papers

TitleStatusHype
Online Pareto-Optimal Decision-Making for Complex Tasks using Active Inference—0
The Max-Min Formulation of Multi-Objective Reinforcement Learning: From Theory to a Model-Free AlgorithmCode0
Multi-objective Reinforcement learning from AI FeedbackCode0
Deep Multi-Objective Reinforcement Learning for Utility-Based Infrastructural Maintenance OptimizationCode0
STEMO: Early Spatio-temporal Forecasting with Multi-Objective Reinforcement LearningCode0
Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning—0
Optimizing Vehicular Networks with Variational Quantum Circuits-based Reinforcement Learning—0
Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement LearningCode0
Theoretical Study of Conflict-Avoidant Multi-Objective Reinforcement Learning—0
Generalized Multi-Objective Reinforcement Learning with Envelope Updates in URLLC-enabled Vehicular Networks—0
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning—0
Demonstration Guided Multi-Objective Reinforcement Learning—0
Conflict-Averse Gradient Aggregation for Constrained Multi-Objective Reinforcement Learning—0
Human-Centric Aware UAV Trajectory Planning in Search and Rescue Missions Employing Multi-Objective Reinforcement Learning with AHP and Similarity-Based Experience Replay—0
Dynamic Multi-Reward Weighting for Multi-Style Controllable GenerationCode0
MORL-Prompt: An Empirical Analysis of Multi-Objective Reinforcement Learning for Discrete Prompt Optimization—0
Surpassing legacy approaches to PWR core reload optimization with single-objective Reinforcement learning—0
PMGDA: A Preference-based Multiple Gradient Descent AlgorithmCode0
Divide and Conquer: Provably Unveiling the Pareto Front with Multi-Objective Reinforcement LearningCode0
Value function interference and greedy action selection in value-based multi-objective reinforcement learning—0
Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning—0
Modeling and Optimization of Epidemiological Control Policies Through Reinforcement Learning—0
Inferring Preferences from Demonstrations in Multi-Objective Residential Energy Management—0
An Empirical Investigation of Value-Based Multi-objective Reinforcement Learning for Stochastic Environments—0
Policy-regularized Offline Multi-objective Reinforcement LearningCode0
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