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Safe Reinforcement Learning

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Showing 101–150 of 306 papers

TitleStatusHype
Realizable Continuous-Space Shields for Safe Reinforcement Learning—0
A Critical Review of Safe Reinforcement Learning Techniques in Smart Grid Applications—0
Handling Long-Term Safety and Uncertainty in Safe Reinforcement LearningCode0
Safety-Oriented Pruning and Interpretation of Reinforcement Learning Policies—0
Optimal Management of Grid-Interactive Efficient Buildings via Safe Reinforcement Learning—0
Revisiting Safe Exploration in Safe Reinforcement learning—0
Bridging the gap between Learning-to-plan, Motion Primitives and Safe Reinforcement Learning—0
Meta SAC-Lag: Towards Deployable Safe Reinforcement Learning via MetaGradient-based Hyperparameter Tuning—0
Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systemsCode0
Anomalous State Sequence Modeling to Enhance Safety in Reinforcement Learning—0
Reinforcement Learning for Sustainable Energy: A Survey—0
E^2CFD: Towards Effective and Efficient Cost Function Design for Safe Reinforcement Learning via Large Language Model—0
FOSP: Fine-tuning Offline Safe Policy through World Models—0
Safe CoR: A Dual-Expert Approach to Integrating Imitation Learning and Safe Reinforcement Learning Using Constraint Rewards—0
Safe Reinforcement Learning for Power System Control: A Review—0
A Review of Safe Reinforcement Learning Methods for Modern Power Systems—0
Adaptive Safe Reinforcement Learning-Enabled Optimization of Battery Fast-Charging Protocols—0
Optimal Transport-Assisted Risk-Sensitive Q-Learning—0
CIMRL: Combining IMitation and Reinforcement Learning for Safe Autonomous Driving—0
GenSafe: A Generalizable Safety Enhancer for Safe Reinforcement Learning Algorithms Based on Reduced Order Markov Decision Process Model—0
Safety through Permissibility: Shield Construction for Fast and Safe Reinforcement Learning—0
Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees—0
Safe Reinforcement Learning in Black-Box Environments via Adaptive ShieldingCode0
Make Safe Decisions in Power System: Safe Reinforcement Learning Based Pre-decision Making for Voltage Stability Emergency Control—0
A CMDP-within-online framework for Meta-Safe Reinforcement Learning—0
Verified Safe Reinforcement Learning for Neural Network Dynamic ModelsCode0
Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning—0
Do No Harm: A Counterfactual Approach to Safe Reinforcement Learning—0
Safe Reinforcement Learning with Learned Non-Markovian Safety Constraints—0
Implicit Safe Set Algorithm for Provably Safe Reinforcement Learning—0
Learning Control Barrier Functions and their application in Reinforcement Learning: A Survey—0
Safe Reinforcement Learning on the Constraint Manifold: Theory and Applications—0
Long and Short-Term Constraints Driven Safe Reinforcement Learning for Autonomous Driving—0
Safe Reinforcement Learning for Constrained Markov Decision Processes with Stochastic Stopping Time—0
From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety SafeguardsCode0
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning—0
Safety Optimized Reinforcement Learning via Multi-Objective Policy Optimization—0
Uniformly Safe RL with Objective Suppression for Multi-Constraint Safety-Critical Applications—0
Provable Traffic Rule Compliance in Safe Reinforcement Learning on the Open Sea—0
Techno-Economic Modeling and Safe Operational Optimization of Multi-Network Constrained Integrated Community Energy Systems—0
A Safe Reinforcement Learning driven Weights-varying Model Predictive Control for Autonomous Vehicle Motion Control—0
A Survey of Constraint Formulations in Safe Reinforcement Learning—0
Leveraging Approximate Model-based Shielding for Probabilistic Safety Guarantees in Continuous EnvironmentsCode0
Adaptive Primal-Dual Method for Safe Reinforcement Learning—0
Safe Reinforcement Learning-Based Eco-Driving Control for Mixed Traffic Flows With Disturbances—0
A Safe Reinforcement Learning Algorithm for Supervisory Control of Power Plants—0
Safe Reinforcement Learning with Free-form Natural Language Constraints and Pre-Trained Language Models—0
Safe reinforcement learning in uncertain contextsCode0
Long-term Safe Reinforcement Learning with Binary Feedback—0
Gradient Shaping for Multi-Constraint Safe Reinforcement Learning—0
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