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08/29/2023
Decentralized Multi-agent Reinforcement Learning based State-of-Charge Balancing Strategy for Distributed Energy Storage System
This paper develops a Decentralized Multi-Agent Reinforcement Learning (...
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08/08/2023
AutoPCF: Efficient Product Carbon Footprint Accounting with Large Language Models
The product carbon footprint (PCF) is crucial for decarbonizing the supp...
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01/06/2023
IMKGA-SM: Interpretable Multimodal Knowledge Graph Answer Prediction via Sequence Modeling
Multimodal knowledge graph link prediction aims to improve the accuracy ...
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12/18/2021
Model-Based Safe Reinforcement Learning with Time-Varying State and Control Constraints: An Application to Intelligent Vehicles
Recently, barrier function-based safe reinforcement learning (RL) with t...
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10/11/2014
Q-learning for Optimal Control of Continuous-time Systems
In this paper, two Q-learning (QL) methods are proposed and their conver...
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11/24/2013