| Stealthy Imitation: Reward-guided Environment-free Policy Stealing | May 11, 2024 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Stochastic Dynamic Network Utility Maximization with Application to Disaster Response | Jun 6, 2024 | Deep Reinforcement LearningDisaster Response | —Unverified | 0 | 0 |
| Stochastic Variance Reduction for Deep Q-learning | May 20, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 | 0 |
| Stone Soup Multi-Target Tracking Feature Extraction For Autonomous Search And Track In Deep Reinforcement Learning Environment | Mar 3, 2025 | Deep Reinforcement LearningManagement | —Unverified | 0 | 0 |
| Stop Regressing: Training Value Functions via Classification for Scalable Deep RL | Mar 6, 2024 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Storage Efficient and Dynamic Flexible Runtime Channel Pruning via Deep Reinforcement Learning | Dec 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Strategically-timed State-Observation Attacks on Deep Reinforcement Learning Agents | Jun 18, 2021 | Adversarial Attackcontinuous-control | —Unverified | 0 | 0 |
| Strategic bidding in freight transport using deep reinforcement learning | Feb 18, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 | 0 |
| Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks | Sep 30, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Stratified Experience Replay: Correcting Multiplicity Bias in Off-Policy Reinforcement Learning | Feb 22, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Stratospheric Aerosol Injection as a Deep Reinforcement Learning Problem | May 17, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| STRIDE: Automating Reward Design, Deep Reinforcement Learning Training and Feedback Optimization in Humanoid Robotics Locomotion | Feb 7, 2025 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Striving for Simplicity in Off-Policy Deep Reinforcement Learning | Sep 25, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Structured agents for physical construction | Apr 5, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 | 0 |
| Structured Dialogue Policy with Graph Neural Networks | Aug 1, 2018 | Automatic Speech Recognition (ASR)Decision Making | —Unverified | 0 | 0 |
| Structured Hierarchical Dialogue Policy with Graph Neural Networks | Sep 22, 2020 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Structure-Enhanced Deep Reinforcement Learning for Optimal Transmission Scheduling | Nov 20, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Structure-Enhanced DRL for Optimal Transmission Scheduling | Dec 24, 2022 | Deep Reinforcement LearningScheduling | —Unverified | 0 | 0 |
| Structure in Deep Reinforcement Learning: A Survey and Open Problems | Jun 28, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Structure Learning in Motor Control:A Deep Reinforcement Learning Model | Jun 21, 2017 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Successor-Predecessor Intrinsic Exploration | May 24, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Success Weighted by Completion Time: A Dynamics-Aware Evaluation Criteria for Embodied Navigation | Mar 14, 2021 | Deep Reinforcement LearningNavigate | —Unverified | 0 | 0 |
| Summarising and Comparing Agent Dynamics with Contrastive Spatiotemporal Abstraction | Jan 17, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Sum Rate Enhancement using Machine Learning for Semi-Self Sensing Hybrid RIS-Enabled ISAC in THz Bands | Jan 21, 2025 | Deep Reinforcement LearningISAC | —Unverified | 0 | 0 |
| Sum-Rate Maximization of RSMA-based Aerial Communications with Energy Harvesting: A Reinforcement Learning Approach | Jun 22, 2023 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Sum Throughput Maximization in Multi-BD Symbiotic Radio NOMA Network Assisted by Active-STAR-RIS | Jan 16, 2024 | Deep Reinforcement LearningScheduling | —Unverified | 0 | 0 |
| Super-Human Performance in Gran Turismo Sport Using Deep Reinforcement Learning | Aug 18, 2020 | Autonomous RacingCar Racing | —Unverified | 0 | 0 |
| Superstition in the Network: Deep Reinforcement Learning Plays Deceptive Games | Aug 12, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Supervised Permutation Invariant Networks for Solving the CVRP with Bounded Fleet Size | Jan 5, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 | 0 |
| SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning | Aug 27, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Surpassing legacy approaches to PWR core reload optimization with single-objective Reinforcement learning | Feb 16, 2024 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | —Unverified | 0 | 0 |
| Surprise-Based Intrinsic Motivation for Deep Reinforcement Learning | Mar 6, 2017 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| SURREAL-System: Fully-Integrated Stack for Distributed Deep Reinforcement Learning | Sep 27, 2019 | CPUDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Surrogate Empowered Sim2Real Transfer of Deep Reinforcement Learning for ORC Superheat Control | Aug 5, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Survey of Deep Reinforcement Learning for Motion Planning of Autonomous Vehicles | Jan 30, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| Survival Analysis on Structured Data using Deep Reinforcement Learning | May 28, 2022 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Sustainable Smart Farm Networks: Enhancing Resilience and Efficiency with Decision Theory-Guided Deep Reinforcement Learning | May 6, 2025 | Cloud ComputingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Sustainable Task Offloading in Secure UAV-assisted Smart Farm Networks: A Multi-Agent DRL with Action Mask Approach | Jul 29, 2024 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 | 0 |
| Swap-based Deep Reinforcement Learning for Facility Location Problems in Networks | Dec 25, 2023 | Deep Reinforcement LearningGraph Generation | —Unverified | 0 | 0 |
| Switching Isotropic and Directional Exploration with Parameter Space Noise in Deep Reinforcement Learning | Sep 18, 2018 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 | 0 |
| Symmetric Machine Theory of Mind | Sep 29, 2021 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Symmetric Q-learning: Reducing Skewness of Bellman Error in Online Reinforcement Learning | Mar 12, 2024 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Symmetry-aware Neural Architecture for Embodied Visual Navigation | Dec 17, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Symmetry-Aware Neural Architecture for Embodied Visual Exploration | Jan 1, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Symmetry-Preserving Architecture for Multi-NUMA Environments (SPANE): A Deep Reinforcement Learning Approach for Dynamic VM Scheduling | Apr 21, 2025 | Cloud ComputingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Symmetry reduction for deep reinforcement learning active control of chaotic spatiotemporal dynamics | Apr 9, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Synergizing Reinforcement Learning and Genetic Algorithms for Neural Combinatorial Optimization | Jun 11, 2025 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Synesthesia of Machines (SoM)-Enhanced ISAC Precoding for Vehicular Networks with Double Dynamics | Aug 24, 2024 | Deep Reinforcement LearningIntegrated sensing and communication | —Unverified | 0 | 0 |
| Synthesis of Hierarchical Controllers Based on Deep Reinforcement Learning Policies | Feb 21, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Synthesizing Chemical Plant Operation Procedures using Knowledge, Dynamic Simulation and Deep Reinforcement Learning | Mar 6, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |