| SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning | Jan 11, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| Solar Power driven EV Charging Optimization with Deep Reinforcement Learning | Nov 17, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Solve Traveling Salesman Problem by Monte Carlo Tree Search and Deep Neural Network | May 14, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Solving a New 3D Bin Packing Problem with Deep Reinforcement Learning Method | Aug 20, 2017 | 3D Bin PackingCombinatorial Optimization | —Unverified | 0 | 0 |
| Solving Continual Combinatorial Selection via Deep Reinforcement Learning | Sep 9, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Solving Heterogeneous General Equilibrium Economic Models with Deep Reinforcement Learning | Mar 31, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Solving Hidden Monotone Variational Inequalities with Surrogate Losses | Nov 7, 2024 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Solving the flexible job-shop scheduling problem through an enhanced deep reinforcement learning approach | Oct 24, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Solving Online Resource-Constrained Scheduling for Follow-Up Observation in Astronomy: a Reinforcement Learning Approach | Feb 16, 2025 | AstronomyDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning | Nov 20, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Solving The Dynamic Volatility Fitting Problem: A Deep Reinforcement Learning Approach | Oct 15, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Solving the Order Batching and Sequencing Problem using Deep Reinforcement Learning | Jun 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Solving the Pod Repositioning Problem with Deep Reinforced Adaptive Large Neighborhood Search | Jun 3, 2025 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Solving the QAP by Two-Stage Graph Pointer Networks and Reinforcement Learning | Mar 31, 2024 | Combinatorial OptimizationDeep Learning | —Unverified | 0 | 0 |
| Solving the Quadratic Assignment Problem using Deep Reinforcement Learning | Oct 2, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Solving the single-track train scheduling problem via Deep Reinforcement Learning | Sep 1, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 | 0 |
| Solving the vehicle routing problem with deep reinforcement learning | Jul 30, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Space-Air-Ground Integrated Multi-domain Network Resource Orchestration based on Virtual Network Architecture: a DRL Method | Feb 3, 2022 | Deep Reinforcement LearningNetwork Embedding | —Unverified | 0 | 0 |
| Sparse Attention Guided Dynamic Value Estimation for Single-Task Multi-Scene Reinforcement Learning | Feb 14, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Goal-constrained Sparse Reinforcement Learning for End-to-End Driving | Mar 16, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem | Jan 11, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Spatial Deep Learning for Site-Specific Movement Optimization of Aerial Base Stations | Dec 16, 2023 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Spatial Geometric Reasoning for Room Layout Estimation via Deep Reinforcement Learning | Aug 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Spatio-temporal Incentives Optimization for Ride-hailing Services with Offline Deep Reinforcement Learning | Nov 6, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Spectrum Sharing using Deep Reinforcement Learning in Vehicular Networks | Oct 16, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| SPEQ: Stabilization Phases for Efficient Q-Learning in High Update-To-Data Ratio Reinforcement Learning | Jan 15, 2025 | Computational Efficiencycontinuous-control | —Unverified | 0 | 0 |
| SPformer: A Transformer Based DRL Decision Making Method for Connected Automated Vehicles | Sep 23, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 | 0 |
| SpikeRL: A Scalable and Energy-efficient Framework for Deep Spiking Reinforcement Learning | Feb 21, 2025 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Spreading Factor assisted LoRa Localization with Deep Reinforcement Learning | May 23, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| SPRIG: Stackelberg Perception-Reinforcement Learning with Internal Game Dynamics | Feb 20, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| SQUIRL: Robust and Efficient Learning from Video Demonstration of Long-Horizon Robotic Manipulation Tasks | Mar 10, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Unifying Large Language Model and Deep Reinforcement Learning for Human-in-Loop Interactive Socially-aware Navigation | Mar 22, 2024 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Stability Constrained Reinforcement Learning for Real-Time Voltage Control | Sep 30, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Stabilizing and Accelerating Autofocus with Expert Trajectory Regularized Deep Reinforcement Learning | Jan 1, 2025 | Deep Reinforcement LearningPrediction | —Unverified | 0 | 0 |
| Never Worse, Mostly Better: Stable Policy Improvement in Deep Reinforcement Learning | Oct 2, 2019 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Stabilizing Off-Policy Reinforcement Learning with Conservative Policy Gradients | Sep 25, 2019 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 | 0 |
| Stabilizing Reinforcement Learning in Differentiable Multiphysics Simulation | Dec 16, 2024 | Deep Reinforcement LearningGPU | —Unverified | 0 | 0 |
| Stable deep reinforcement learning method by predicting uncertainty in rewards as a subtask | Jan 18, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks | Jan 24, 2020 | Data CompressionDeep Reinforcement Learning | —Unverified | 0 | 0 |
| StarCraft II Build Order Optimization using Deep Reinforcement Learning and Monte-Carlo Tree Search | Jun 12, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| State-Aware Perturbation Optimization for Robust Deep Reinforcement Learning | Mar 26, 2025 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 | 0 |
| State Dropout-Based Curriculum Reinforcement Learning for Self-Driving at Unsignalized Intersections | Jul 10, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| State-Novelty Guided Action Persistence in Deep Reinforcement Learning | Sep 9, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| State Space Decomposition and Subgoal Creation for Transfer in Deep Reinforcement Learning | May 24, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Static Neural Compiler Optimization via Deep Reinforcement Learning | Aug 20, 2020 | Compiler OptimizationDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Statistical CSI-based Beamforming for RIS-Aided Multiuser MISO Systems using Deep Reinforcement Learning | Sep 3, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Statistical QoS Provision in Business-Centric Networks | Aug 28, 2024 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN | Apr 21, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Stealing Deep Reinforcement Learning Models for Fun and Profit | Jun 9, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning | May 14, 2020 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 | 0 |
