| Gradient Reduction Convolutional Neural Network Policy for Financial Deep Reinforcement Learning | Aug 16, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning | Aug 15, 2024 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| BCR-DRL: Behavior- and Context-aware Reward for Deep Reinforcement Learning in Human-AI Coordination | Aug 15, 2024 | AI AgentDeep Reinforcement Learning | —Unverified | 0 |
| Robust Deep Reinforcement Learning for Inverter-based Volt-Var Control in Partially Observable Distribution Networks | Aug 13, 2024 | Deep Reinforcement Learningquantile regression | —Unverified | 0 |
| Residual Deep Reinforcement Learning for Inverter-based Volt-Var Control | Aug 13, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Prioritizing Modalities: Flexible Importance Scheduling in Federated Multimodal Learning | Aug 13, 2024 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| Wireless MAC Protocol Synthesis and Optimization with Multi-Agent Distributed Reinforcement Learning | Aug 12, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| DeepAir: A Multi-Agent Deep Reinforcement Learning Based Scheme for an Unknown User Location Problem | Aug 11, 2024 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Mitigating Metropolitan Carbon Emissions with Dynamic Eco-driving at Scale | Aug 10, 2024 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| KnowPC: Knowledge-Driven Programmatic Reinforcement Learning for Zero-shot Coordination | Aug 8, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization | Aug 8, 2024 | Deep Reinforcement LearningInformation Retrieval | —Unverified | 0 |
| Goal-Oriented UAV Communication Design and Optimization for Target Tracking: A MachineLearning Approach | Aug 8, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for the Design of Metamaterial Mechanisms with Functional Compliance Control | Aug 8, 2024 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Deep Reinforcement Learning for Robotics: A Survey of Real-World Successes | Aug 7, 2024 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| SCREENER: A general framework for task-specific experiment design in quantitative MRI | Aug 6, 2024 | Binary ClassificationDeep Reinforcement Learning | —Unverified | 0 |
| Research on Autonomous Driving Decision-making Strategies based Deep Reinforcement Learning | Aug 6, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Communication-Aware Consistent Edge Selection for Mobile Users and Autonomous Vehicles | Aug 6, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Generalized Gaussian Temporal Difference Error for Uncertainty-aware Reinforcement Learning | Aug 5, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Latency-Aware Resource Allocation for Mobile Edge Generation and Computing via Deep Reinforcement Learning | Aug 4, 2024 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Scenario-based Thermal Management Parametrization Through Deep Reinforcement Learning | Aug 4, 2024 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Shaping Rewards, Shaping Routes: On Multi-Agent Deep Q-Networks for Routing in Satellite Constellation Networks | Aug 4, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Dynamic Order Picking in Warehouse Operations | Aug 3, 2024 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Multi-Objective Deep Reinforcement Learning for Optimisation in Autonomous Systems | Aug 2, 2024 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | —Unverified | 0 |
| Adaptive traffic signal safety and efficiency improvement by multi objective deep reinforcement learning approach | Aug 1, 2024 | Deep Reinforcement LearningTraffic Signal Control | —Unverified | 0 |
| Large Language Model (LLM)-enabled In-context Learning for Wireless Network Optimization: A Case Study of Power Control | Aug 1, 2024 | Deep Reinforcement LearningIn-Context Learning | —Unverified | 0 |