| A Deep Reinforcement Learning Approach for Adaptive Traffic Routing in Next-gen Networks | Feb 7, 2024 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Dynamic Graphs for Adaptive Informative Path Planning | Feb 7, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Language-Based Augmentation to Address Shortcut Learning in Object Goal Navigation | Feb 7, 2024 | Deep Reinforcement LearningLanguage Modelling | CodeCode Available | 0 |
| Collaborative Computing in Non-Terrestrial Networks: A Multi-Time-Scale Deep Reinforcement Learning Approach | Feb 7, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Collaborative Deep Reinforcement Learning for Resource Optimization in Non-Terrestrial Networks | Feb 6, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning with Ensemble Model Predictive Safety Certification | Feb 6, 2024 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| Joint Intrinsic Motivation for Coordinated Exploration in Multi-Agent Deep Reinforcement Learning | Feb 6, 2024 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Frugal Actor-Critic: Sample Efficient Off-Policy Deep Reinforcement Learning Using Unique Experiences | Feb 5, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| Deep Reinforcement Learning for Picker Routing Problem in Warehousing | Feb 5, 2024 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design | Feb 5, 2024 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Interference-Aware Emergent Random Access Protocol for Downlink LEO Satellite Networks | Feb 4, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Integrating DeepRL with Robust Low-Level Control in Robotic Manipulators for Non-Repetitive Reaching Tasks | Feb 4, 2024 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer | Feb 4, 2024 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things | Feb 4, 2024 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| A Safe Reinforcement Learning driven Weights-varying Model Predictive Control for Autonomous Vehicle Motion Control | Feb 4, 2024 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach | Feb 4, 2024 | Deep Reinforcement LearningMalware Detection | —Unverified | 0 |
| Towards Optimal Adversarial Robust Q-learning with Bellman Infinity-error | Feb 3, 2024 | Adversarial RobustnessDeep Reinforcement Learning | CodeCode Available | 1 |
| Parametric-Task MAP-Elites | Feb 2, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| DRL-Based Dynamic Channel Access and SCLAR Maximization for Networks Under Jamming | Feb 2, 2024 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Learning the Market: Sentiment-Based Ensemble Trading Agents | Feb 2, 2024 | Deep Reinforcement LearningSentiment Analysis | —Unverified | 0 |
| AlphaRank: An Artificial Intelligence Approach for Ranking and Selection Problems | Feb 1, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| RadDQN: a Deep Q Learning-based Architecture for Finding Time-efficient Minimum Radiation Exposure Pathway | Feb 1, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Vertical Symbolic Regression via Deep Policy Gradient | Feb 1, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Neural Policy Style Transfer | Feb 1, 2024 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Developing A Multi-Agent and Self-Adaptive Framework with Deep Reinforcement Learning for Dynamic Portfolio Risk Management | Feb 1, 2024 | Deep Reinforcement LearningManagement | CodeCode Available | 2 |
