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Safe reinforcement learning-based control using deep deterministic policy gradient algorithm and slime mould algorithm with experimental tower crane system validation

Information Sciences
Emil M. Petriu   +2 more
exaly  

Safe deep reinforcement learning for flow control within the Internet of Vehicles

Expert Systems with Applications
Anas Knari   +2 more
openaire   +1 more source

Safe-AutoSAC: AutoML-enhanced safe deep reinforcement learning for integrated energy system scheduling with multi-channel informer forecasting and electric vehicle demand response

Applied Energy
Yuanzheng Li, Chao Long, Yang Li
exaly  

Integrity-Monitored Deep Reinforcement Learning for Safe and Robust Autonomous Navigation

2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC)
Yuanyuan Zhang   +3 more
openaire   +2 more sources

A novel safe multi-agent deep reinforcement learning-based method for smart building energy management

Energy and Buildings
Xinsheng Wang, Jingchuan Deng
exaly  

Data Driven Decentralized Control of Inverter Based Renewable Energy Sources Using Safe Guaranteed Multi-Agent Deep Reinforcement Learning

IEEE Transactions on Sustainable Energy
Qianwen Xu   +2 more
exaly  

DNN Assisted Projection Based Deep Reinforcement Learning for Safe Control of Distribution Grids

IEEE Transactions on Power Systems
Qianwen Xu, Tianyang Zhao, Mengfan Zhang
exaly  

Deep Reinforcement Learning for Safe Satellite Operational Mode Switching

AIAA SCITECH 2026 Forum
Faraz Abed Azad   +3 more
openaire   +1 more source

Safe Deep Reinforcement Learning for Adaptive Multi-ConnectivityTraffic Management

pinyarash pinyoanuntapong   +3 more
openaire   +1 more source
deep reinforcement learning
reinforcement learning
autonomous driving
path planning
adaptive cruise control
safe reinforcement learning
constrained markov decision process
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