| Deep Reinforcement Multi-agent Learning framework for Information Gathering with Local Gaussian Processes for Water Monitoring | Jan 9, 2024 | Deep Reinforcement LearningGaussian Processes | —Unverified | 0 |
| i-Rebalance: Personalized Vehicle Repositioning for Supply Demand Balance | Jan 9, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Multi Objective Prioritized Workflow Scheduling Using Deep Reinforcement Based Learning in Cloud Computing | Jan 8, 2024 | Cloud ComputingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Multi-Truck Vehicle Routing Problems with Multi-Leg Demand Routes | Jan 8, 2024 | DecoderDeep Reinforcement Learning | —Unverified | 0 |
| Learn Once Plan Arbitrarily (LOPA): Attention-Enhanced Deep Reinforcement Learning Method for Global Path Planning | Jan 8, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Guiding drones by information gain | Jan 8, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Semi-supervised learning via DQN for log anomaly detection | Jan 6, 2024 | Anomaly DetectionDeep Reinforcement Learning | —Unverified | 0 |
| HAIM-DRL: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving | Jan 6, 2024 | AI AgentAutonomous Driving | CodeCode Available | 1 |
| SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning | Jan 6, 2024 | Deep Reinforcement LearningDiversity | CodeCode Available | 0 |
| Deep Reinforcement Learning for Local Path Following of an Autonomous Formula SAE Vehicle | Jan 5, 2024 | Autonomous RacingDeep Reinforcement Learning | —Unverified | 0 |
| OFDM-Based Digital Semantic Communication with Importance Awareness | Jan 4, 2024 | Deep Reinforcement LearningSemantic Communication | —Unverified | 0 |
| A Survey Analyzing Generalization in Deep Reinforcement Learning | Jan 4, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Trajectory-Oriented Policy Optimization with Sparse Rewards | Jan 4, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| Learning-based agricultural management in partially observable environments subject to climate variability | Jan 2, 2024 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Reinforcement Learning for SAR View Angle Inversion with Differentiable SAR Renderer | Jan 2, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Data Assimilation in Chaotic Systems Using Deep Reinforcement Learning | Jan 1, 2024 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 0 |
| Contrastive learning-based agent modeling for deep reinforcement learning | Dec 30, 2023 | Contrastive LearningDeep Reinforcement Learning | —Unverified | 0 |
| Policy Optimization with Smooth Guidance Learned from State-Only Demonstrations | Dec 30, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| HiBid: A Cross-Channel Constrained Bidding System with Budget Allocation by Hierarchical Offline Deep Reinforcement Learning | Dec 29, 2023 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| RL-LOGO: Deep Reinforcement Learning Localization for Logo Recognition | Dec 28, 2023 | 2kDeep Reinforcement Learning | —Unverified | 0 |
| Risk-anticipatory autonomous driving strategies considering vehicles' weights, based on hierarchical deep reinforcement learning | Dec 27, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Visual Spatial Attention and Proprioceptive Data-Driven Reinforcement Learning for Robust Peg-in-Hole Task Under Variable Conditions | Dec 27, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Adaptive trajectory-constrained exploration strategy for deep reinforcement learning | Dec 27, 2023 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning | Dec 27, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning | Dec 26, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Adaptive Kalman-based hybrid car following strategy using TD3 and CACC | Dec 26, 2023 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| A Bayesian Framework of Deep Reinforcement Learning for Joint O-RAN/MEC Orchestration | Dec 26, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| VAE for Modified 1-Hot Generative Materials Modeling, A Step Towards Inverse Material Design | Dec 25, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library | Dec 25, 2023 | CPUDeep Reinforcement Learning | CodeCode Available | 3 |
| Deep Reinforcement Learning for Quantitative Trading | Dec 25, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Target Detection Algorithm in Traffic Scenes Based on Deep Reinforcement Learning | Dec 25, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Swap-based Deep Reinforcement Learning for Facility Location Problems in Networks | Dec 25, 2023 | Deep Reinforcement LearningGraph Generation | —Unverified | 0 |
| DRL-Based Sidelobe Suppression for Multi-focus Reconfigurable Intelligent Surface | Dec 24, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| MaDi: Learning to Mask Distractions for Generalization in Visual Deep Reinforcement Learning | Dec 23, 2023 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 1 |
| Multiagent Copilot Approach for Shared Autonomy between Human EEG and TD3 Deep Reinforcement Learning | Dec 22, 2023 | Brain Computer InterfaceDeep Reinforcement Learning | —Unverified | 0 |
| Not All Tasks Are Equally Difficult: Multi-Task Deep Reinforcement Learning with Dynamic Depth Routing | Dec 22, 2023 | AllDeep Reinforcement Learning | CodeCode Available | 0 |
| An investigation of belief-free DRL and MCTS for inspection and maintenance planning | Dec 22, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Placement for Integrated Access Backhauling in UAV-Assisted Wireless Networks | Dec 21, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Automatic Curriculum Learning with Gradient Reward Signals | Dec 21, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Modular Neural Network Policies for Learning In-Flight Object Catching with a Robot Hand-Arm System | Dec 21, 2023 | Deep Reinforcement LearningObject | —Unverified | 0 |
| PGN: A perturbation generation network against deep reinforcement learning | Dec 20, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Dynamic Fairness-Aware Spectrum Auction for Enhanced Licensed Shared Access in 6G Networks | Dec 20, 2023 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Parameterized Decision-making with Multi-modal Perception for Autonomous Driving | Dec 19, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Neural Network Approximation for Pessimistic Offline Reinforcement Learning | Dec 19, 2023 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| Rapid Open-World Adaptation by Adaptation Principles Learning | Dec 18, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Active search and coverage using point-cloud reinforcement learning | Dec 18, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Colored Noise in PPO: Improved Exploration and Performance through Correlated Action Sampling | Dec 18, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| The Animal-AI Environment: A Virtual Laboratory For Comparative Cognition and Artificial Intelligence Research | Dec 18, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Deep-Dispatch: A Deep Reinforcement Learning-Based Vehicle Dispatch Algorithm for Advanced Air Mobility | Dec 17, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Spatial Deep Learning for Site-Specific Movement Optimization of Aerial Base Stations | Dec 16, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
