| R^3: On-device Real-Time Deep Reinforcement Learning for Autonomous Robotics | Aug 29, 2023 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 0 |
| Edge Generation Scheduling for DAG Tasks Using Deep Reinforcement Learning | Aug 28, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Optimal Economic Gas Turbine Dispatch with Deep Reinforcement Learning | Aug 28, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Target-independent XLA optimization using Reinforcement Learning | Aug 28, 2023 | Compiler OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Learning Visual Tracking and Reaching with Deep Reinforcement Learning on a UR10e Robotic Arm | Aug 28, 2023 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Uplink Scheduling in NOMA-URLLC Networks | Aug 28, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement Learning-based Optimal Control and Software Rejuvenation for Safe and Efficient UAV Navigation | Aug 27, 2023 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Packet Header Recognition Utilizing an All-Optical Reservoir Based on Reinforcement-Learning-Optimized Double-Ring Resonator | Aug 26, 2023 | AllDeep Reinforcement Learning | —Unverified | 0 |
| Pretty darn good control: when are approximate solutions better than approximate models | Aug 25, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Robust Computation Offloading and Trajectory Optimization for Multi-UAV-Assisted MEC: A Multi-Agent DRL Approach | Aug 24, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Deep Reinforcement Learning-driven Cross-Community Energy Interaction Optimal Scheduling | Aug 24, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Racing Towards Reinforcement Learning based control of an Autonomous Formula SAE Car | Aug 24, 2023 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| A Mobile Data-Driven Hierarchical Deep Reinforcement Learning Approach for Real-time Demand-Responsive Railway Rescheduling and Station Overcrowding Mitigation | Aug 23, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Deploying Deep Reinforcement Learning Systems: A Taxonomy of Challenges | Aug 23, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| An Intentional Forgetting-Driven Self-Healing Method For Deep Reinforcement Learning Systems | Aug 23, 2023 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Mobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learning | Aug 22, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks | Aug 21, 2023 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Artificial Upwelling Energy Management | Aug 20, 2023 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |
| ILCAS: Imitation Learning-Based Configuration-Adaptive Streaming for Live Video Analytics with Cross-Camera Collaboration | Aug 19, 2023 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Leveraging Large Language Models for DRL-Based Anti-Jamming Strategies in Zero Touch Networks | Aug 18, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Reduced Order Modeling of a MOOSE-based Advanced Manufacturing Model with Operator Learning | Aug 18, 2023 | Deep Reinforcement LearningOperator learning | —Unverified | 0 |
| Learning Computational Efficient Bots with Costly Features | Aug 18, 2023 | Computational EfficiencyD4RL | —Unverified | 0 |
| Learning in Cooperative Multiagent Systems Using Cognitive and Machine Models | Aug 18, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks | Aug 17, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Integrating Renewable Energy in Agriculture: A Deep Reinforcement Learning-based Approach | Aug 16, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Robust Integrated Multi-Strategy Bus Control System via Deep Reinforcement Learning | Aug 16, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep reinforcement learning for process design: Review and perspective | Aug 15, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning to Identify Critical States for Reinforcement Learning from Videos | Aug 15, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Adaptive Tracking of a Single-Rigid-Body Character in Various Environments | Aug 14, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| CoverNav: Cover Following Navigation Planning in Unstructured Outdoor Environment with Deep Reinforcement Learning | Aug 12, 2023 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Learning Team-Based Navigation: A Review of Deep Reinforcement Learning Techniques for Multi-Agent Pathfinding | Aug 11, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Commodities Trading through Deep Policy Gradient Methods | Aug 10, 2023 | Algorithmic TradingDeep Reinforcement Learning | —Unverified | 0 |
| A Comparison of Classical and Deep Reinforcement Learning Methods for HVAC Control | Aug 10, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Adversarial Deep Reinforcement Learning for Cyber Security in Software Defined Networks | Aug 9, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Heterogeneous 360 Degree Videos in Metaverse: Differentiated Reinforcement Learning Approaches | Aug 8, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Learning for Steganalysis of Diverse Data Types: A review of methods, taxonomy, challenges and future directions | Aug 8, 2023 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Cooperative Multi-Type Multi-Agent Deep Reinforcement Learning for Resource Management in Space-Air-Ground Integrated Networks | Aug 8, 2023 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning | Aug 7, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| A Safe DRL Method for Fast Solution of Real-Time Optimal Power Flow | Aug 7, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Intelligence-Endogenous Management Platform for Computing and Network Convergence | Aug 7, 2023 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Reinforcement Learning for Financial Index Tracking | Aug 5, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Surrogate Empowered Sim2Real Transfer of Deep Reinforcement Learning for ORC Superheat Control | Aug 5, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Vehicles Control: Collision Avoidance using Federated Deep Reinforcement Learning | Aug 4, 2023 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| SMARLA: A Safety Monitoring Approach for Deep Reinforcement Learning Agents | Aug 3, 2023 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| Avoidance Navigation Based on Offline Pre-Training Reinforcement Learning | Aug 3, 2023 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Job Shop Scheduling via Deep Reinforcement Learning: a Sequence to Sequence approach | Aug 3, 2023 | Combinatorial OptimizationDecoder | CodeCode Available | 1 |
| Controlling the Solo12 Quadruped Robot with Deep Reinforcement Learning | Aug 2, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Caching-at-STARS: the Next Generation Edge Caching | Aug 1, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-Based Battery Conditioning Hierarchical V2G Coordination for Multi-Stakeholder Benefits | Aug 1, 2023 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Multi-goal Audio-visual Navigation using Sound Direction Map | Aug 1, 2023 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
