| Protein Structure Prediction in the 3D HP Model Using Deep Reinforcement Learning | Dec 29, 2024 | Deep Reinforcement LearningProtein Structure Prediction | —Unverified | 0 |
| Efficient and Scalable Deep Reinforcement Learning for Mean Field Control Games | Dec 28, 2024 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Image Classification with Deep Reinforcement Active Learning | Dec 27, 2024 | Active LearningClassification | —Unverified | 0 |
| Numerical solutions of fixed points in two-dimensional Kuramoto-Sivashinsky equation expedited by reinforcement learning | Dec 27, 2024 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| From Ceilings to Walls: Universal Dynamic Perching of Small Aerial Robots on Surfaces with Variable Orientations | Dec 27, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Adaptive Context-Aware Multi-Path Transmission Control for VR/AR Content: A Deep Reinforcement Learning Approach | Dec 27, 2024 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Preventive Energy Management for Distribution Systems Under Uncertain Events: A Deep Reinforcement Learning Approach | Dec 26, 2024 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Optimizing Fantasy Sports Team Selection with Deep Reinforcement Learning | Dec 26, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Mobile Robots through Task-Based Human Instructions using Incremental Curriculum Learning | Dec 26, 2024 | Deep Reinforcement LearningRobot Navigation | —Unverified | 0 |
| Robustness Evaluation of Offline Reinforcement Learning for Robot Control Against Action Perturbations | Dec 25, 2024 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| RIS-Assisted Aerial Non-Terrestrial Networks: An Intelligent Synergy with Deep Reinforcement Learning | Dec 25, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| AutoSculpt: A Pattern-based Model Auto-pruning Framework Using Reinforcement Learning and Graph Learning | Dec 24, 2024 | Deep Reinforcement LearningGraph Learning | —Unverified | 0 |
| Navigating Data Corruption in Machine Learning: Balancing Quality, Quantity, and Imputation Strategies | Dec 24, 2024 | Deep Reinforcement LearningImputation | CodeCode Available | 0 |
| A Deep Reinforcement Learning Framework for Dynamic Portfolio Optimization: Evidence from China's Stock Market | Dec 24, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Contrastive Representation for Interactive Recommendation | Dec 24, 2024 | Contrastive LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Multimodal Deep Reinforcement Learning for Portfolio Optimization | Dec 23, 2024 | ArticlesBenchmarking | —Unverified | 0 |
| Reinforcement Learning with a Focus on Adjusting Policies to Reach Targets | Dec 23, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Tutorial on Non-Terrestrial Networks: Towards Global and Ubiquitous 6G Connectivity | Dec 21, 2024 | Cloud ComputingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Systems for Safety Critical Applications in Aerospace | Dec 21, 2024 | Deep Reinforcement LearningDefect Detection | —Unverified | 0 |
| APIRL: Deep Reinforcement Learning for REST API Fuzzing | Dec 20, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep reinforcement learning with time-scale invariant memory | Dec 19, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Implementing TD3 to train a Neural Network to fly a Quadcopter through an FPV Gate | Dec 18, 2024 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Spatio-Temporal SIR Model of Pandemic Spread During Warfare with Optimal Dual-use Healthcare System Administration using Deep Reinforcement Learning | Dec 18, 2024 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Coordinated Power Smoothing Control for Wind Storage Integrated System with Physics-informed Deep Reinforcement Learning | Dec 17, 2024 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning | Dec 17, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework | Dec 17, 2024 | Conformal PredictionDeep Reinforcement Learning | —Unverified | 0 |
| Practicable Black-box Evasion Attacks on Link Prediction in Dynamic Graphs -- A Graph Sequential Embedding Method | Dec 17, 2024 | Deep Reinforcement LearningLink Prediction | —Unverified | 0 |
| Generalized Bayesian deep reinforcement learning | Dec 16, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Stabilizing Reinforcement Learning in Differentiable Multiphysics Simulation | Dec 16, 2024 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors | Dec 14, 2024 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Scalable Multiagent Spacecraft Inspection | Dec 13, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Advances in Transformers for Robotic Applications: A Review | Dec 13, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and Adaptation | Dec 13, 2024 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| GainAdaptor: Learning Quadrupedal Locomotion with Dual Actors for Adaptable and Energy-Efficient Walking on Various Terrains | Dec 12, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Learning Sketch Decompositions in Planning via Deep Reinforcement Learning | Dec 11, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Non-Progressive Influence Maximization in Dynamic Social Networks | Dec 10, 2024 | Deep Reinforcement LearningDynamic graph embedding | —Unverified | 0 |
| Effective Reward Specification in Deep Reinforcement Learning | Dec 10, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Bounded Exploration with World Model Uncertainty in Soft Actor-Critic Reinforcement Learning Algorithm | Dec 9, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Edge Delayed Deep Deterministic Policy Gradient: efficient continuous control for edge scenarios | Dec 9, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| Vision-Based Deep Reinforcement Learning of UAV Autonomous Navigation Using Privileged Information | Dec 9, 2024 | Autonomous NavigationBenchmarking | —Unverified | 0 |
| DRL4AOI: A DRL Framework for Semantic-aware AOI Segmentation in Location-Based Services | Dec 6, 2024 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Putting the Iterative Training of Decision Trees to the Test on a Real-World Robotic Task | Dec 6, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Temporally Correlated Latent Exploration for Reinforcement Learning | Dec 6, 2024 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Reinforcement Learning: An Overview | Dec 6, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Hierarchical Multi-Agent DRL Based Dynamic Cluster Reconfiguration for UAV Mobility Management | Dec 5, 2024 | ClusteringDeep Reinforcement Learning | —Unverified | 0 |
| Action Mapping for Reinforcement Learning in Continuous Environments with Constraints | Dec 5, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| GRAM: Generalization in Deep RL with a Robust Adaptation Module | Dec 5, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Hierarchical Learning for IRS-Assisted MEC Systems with Rate-Splitting Multiple Access | Dec 5, 2024 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Integrated Sensing and Communications for Low-Altitude Economy: A Deep Reinforcement Learning Approach | Dec 5, 2024 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| PathletRL++: Optimizing Trajectory Pathlet Extraction and Dictionary Formation via Reinforcement Learning | Dec 4, 2024 | Deep Reinforcement Learning | CodeCode Available | 0 |