| Analyzing Generalization in Policy Networks: A Case Study with the Double-Integrator System | Dec 16, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Fractional Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing | Dec 16, 2023 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Spatial Deep Learning for Site-Specific Movement Optimization of Aerial Base Stations | Dec 16, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Model-free Learning of Corridor Clearance: A Near-term Deployment Perspective | Dec 16, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Robustness Verification of Deep Reinforcement Learning Based Control Systems using Reward Martingales | Dec 15, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Joint Cruise Control and Intelligent Data Acquisition in UAVs-Assisted Sensor Networks | Dec 15, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy | Dec 15, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Multi-agent deep reinforcement learning based real-time planning approach for responsive customized bus routes | Dec 14, 2023 | DecoderDeep Reinforcement Learning | CodeCode Available | 0 |
| Improve Robustness of Reinforcement Learning against Observation Perturbations via l_ Lipschitz Policy Networks | Dec 14, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Global Rewards in Multi-Agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems | Dec 14, 2023 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 |
| Secure Deep Reinforcement Learning for Dynamic Resource Allocation in Wireless MEC Networks | Dec 13, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| On Designing Multi-UAV aided Wireless Powered Dynamic Communication via Hierarchical Deep Reinforcement Learning | Dec 13, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| An Invitation to Deep Reinforcement Learning | Dec 13, 2023 | Code GenerationDeep Reinforcement Learning | —Unverified | 0 |
| I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets Initiatives | Dec 12, 2023 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| Scalable Decentralized Cooperative Platoon using Multi-Agent Deep Reinforcement Learning | Dec 11, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| No Prior Mask: Eliminate Redundant Action for Deep Reinforcement Learning | Dec 11, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Mobile Edge Computing and AI Enabled Web3 Metaverse over 6G Wireless Communications: A Deep Reinforcement Learning Approach | Dec 11, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| FOSS: A Self-Learned Doctor for Query Optimizer | Dec 11, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Graph-based Prediction and Planning Policy Network (GP3Net) for scalable self-driving in dynamic environments using Deep Reinforcement Learning | Dec 10, 2023 | Autonomous VehiclesBenchmarking | —Unverified | 0 |
| Distributional Bellman Operators over Mean Embeddings | Dec 9, 2023 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Self Model for Embodied Intelligence: Modeling Full-Body Human Musculoskeletal System and Locomotion Control with Hierarchical Low-Dimensional Representation | Dec 9, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| MPC-Inspired Reinforcement Learning for Verifiable Model-Free Control | Dec 8, 2023 | Deep Reinforcement LearningModel Predictive Control | CodeCode Available | 1 |
| Development and Assessment of Autonomous Vehicles in Both Fully Automated and Mixed Traffic Conditions | Dec 8, 2023 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning | Dec 8, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning to sample in Cartesian MRI | Dec 7, 2023 | compressed sensingComputational Efficiency | —Unverified | 0 |
| TrustFed: A Reliable Federated Learning Framework with Malicious-Attack Resistance | Dec 6, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Community Battery Scheduling under Uncertainties of Load, PV Generation, and Energy Prices | Dec 4, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| AdsorbRL: Deep Multi-Objective Reinforcement Learning for Inverse Catalysts Design | Dec 4, 2023 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Class Symbolic Regression: Gotta Fit 'Em All | Dec 4, 2023 | AllDeep Reinforcement Learning | CodeCode Available | 3 |
| Towards Decentralized Task Offloading and Resource Allocation in User-Centric Mobile Edge Computing | Dec 3, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Learning Curricula in Open-Ended Worlds | Dec 3, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Distributed Reinforcement Learning for Molecular Design: Antioxidant case | Dec 3, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adaptive Resource Allocation for Semantic Communication Networks | Dec 2, 2023 | Deep Reinforcement LearningQuantization | —Unverified | 0 |
| A Survey of Temporal Credit Assignment in Deep Reinforcement Learning | Dec 2, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| GFN-SR: Symbolic Regression with Generative Flow Networks | Dec 1, 2023 | Deep Reinforcement LearningInterpretable Machine Learning | CodeCode Available | 0 |
| Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach | Dec 1, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Anomaly Detection via Learning-Based Sequential Controlled Sensing | Nov 30, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Deep Reinforcement Learning Based Optimal Energy Management of Multi-energy Microgrids with Uncertainties | Nov 30, 2023 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| URLLC-Awared Resource Allocation for Heterogeneous Vehicular Edge Computing | Nov 30, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Learning for Semantic Knowledge Base-Guided Online Feature Transmission in Dynamic Channels | Nov 30, 2023 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Data-efficient Deep Reinforcement Learning for Vehicle Trajectory Control | Nov 30, 2023 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Handling Cost and Constraints with Off-Policy Deep Reinforcement Learning | Nov 30, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Optimizing ZX-Diagrams with Deep Reinforcement Learning | Nov 30, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning Graphs: Feedback Motion Planning via Neural Lyapunov Verification | Nov 29, 2023 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| LanGWM: Language Grounded World Model | Nov 29, 2023 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning | Nov 29, 2023 | Deep Reinforcement LearningLong Form Question Answering | CodeCode Available | 0 |
| Enhancing Cyber-Resilience in Integrated Energy System Scheduling with Demand Response Using Deep Reinforcement Learning | Nov 28, 2023 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Digital Twin-Enhanced Deep Reinforcement Learning for Resource Management in Networks Slicing | Nov 28, 2023 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Edge AI for Internet of Energy: Challenges and Perspectives | Nov 28, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Goal-conditioned Offline Planning from Curious Exploration | Nov 28, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
