| KSG: Knowledge and Skill Graph | Sep 13, 2022 | AttributeDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting | Sep 12, 2022 | Algorithmic TradingDeep Reinforcement Learning | CodeCode Available | 1 |
| Self-supervised Sequential Information Bottleneck for Robust Exploration in Deep Reinforcement Learning | Sep 12, 2022 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Experimental Study on The Effect of Multi-step Deep Reinforcement Learning in POMDPs | Sep 12, 2022 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Pathfinding in Random Partially Observable Environments with Vision-Informed Deep Reinforcement Learning | Sep 11, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An Analysis of Deep Reinforcement Learning Agents for Text-based Games | Sep 9, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Non-iterative generation of an optimal mesh for a blade passage using deep reinforcement learning | Sep 8, 2022 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| Reward Delay Attacks on Deep Reinforcement Learning | Sep 8, 2022 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Auto-TransRL: Autonomous Composition of Vision Pipelines for Robotic Perception | Sep 7, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| A SUMO Framework for Deep Reinforcement Learning Experiments Solving Electric Vehicle Charging Dispatching Problem | Sep 7, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Distilling Deep RL Models Into Interpretable Neuro-Fuzzy Systems | Sep 7, 2022 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| A Deep Reinforcement Learning Strategy for UAV Autonomous Landing on a Platform | Sep 7, 2022 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| Energy Management of Multi-mode Hybrid Electric Vehicles based on Hand-shaking Multi-agent Learning | Sep 6, 2022 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Improving Assistive Robotics with Deep Reinforcement Learning | Sep 5, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Prediction Based Decision Making for Autonomous Highway Driving | Sep 5, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Statistical CSI-based Beamforming for RIS-Aided Multiuser MISO Systems using Deep Reinforcement Learning | Sep 3, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Model-Free Deep Reinforcement Learning in Software-Defined Networks | Sep 3, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning | Sep 2, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| MetaTrader: An Reinforcement Learning Approach Integrating Diverse Policies for Portfolio Optimization | Sep 1, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep reinforcement learning for quantum multiparameter estimation | Sep 1, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Transformers are Sample-Efficient World Models | Sep 1, 2022 | Atari Games 100kDeep Reinforcement Learning | CodeCode Available | 2 |
| Systems Theoretic Process Analysis of a Run Time Assured Neural Network Control System | Sep 1, 2022 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Actor Prioritized Experience Replay | Sep 1, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Deep Reinforcement Learning for Uplink Multi-Carrier Non-Orthogonal Multiple Access Resource Allocation Using Buffer State Information | Aug 31, 2022 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Rethinking Conversational Recommendations: Is Decision Tree All You Need? | Aug 31, 2022 | AllDeep Reinforcement Learning | CodeCode Available | 1 |
| Boosting 5G on Smart Grid Communication: A Smart RAN Slicing Approach | Aug 30, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Digital Twin Assisted Risk-Aware Sleep Mode Management Using Deep Q-Networks | Aug 30, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Evolutionary Deep Reinforcement Learning for Dynamic Slice Management in O-RAN | Aug 30, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| A further exploration of deep Multi-Agent Reinforcement Learning with Hybrid Action Space | Aug 30, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Effective Multi-User Delay-Constrained Scheduling with Deep Recurrent Reinforcement Learning | Aug 30, 2022 | Cloud ComputingDeep Reinforcement Learning | CodeCode Available | 1 |
| Distributed Ensembles of Reinforcement Learning Agents for Electricity Control | Aug 30, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning | Aug 27, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Unsupervised Representation Learning in Deep Reinforcement Learning: A Review | Aug 27, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Object Goal Navigation using Data Regularized Q-Learning | Aug 27, 2022 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Battery and Hydrogen Energy Storage Control in a Smart Energy Network with Flexible Energy Demand using Deep Reinforcement Learning | Aug 26, 2022 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Exploiting Deep Reinforcement Learning for Edge Caching in Cell-Free Massive MIMO Systems | Aug 26, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Visual processing in context of reinforcement learning | Aug 26, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Importance Prioritized Policy Distillation | Aug 25, 2022 | Atari GamesDecision Making | CodeCode Available | 0 |
| A Comparison of Reinforcement Learning Frameworks for Software Testing Tasks | Aug 25, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| What deep reinforcement learning tells us about human motor learning and vice-versa | Aug 23, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| An intelligent algorithmic trading based on a risk-return reinforcement learning algorithm | Aug 23, 2022 | Algorithmic TradingDeep Reinforcement Learning | —Unverified | 0 |
| Development of a CAV-based Intersection Control System and Corridor Level Impact Assessment | Aug 21, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Entropy Augmented Reinforcement Learning | Aug 19, 2022 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| A Risk-Sensitive Approach to Policy Optimization | Aug 19, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| A Review of Uncertainty for Deep Reinforcement Learning | Aug 18, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Explainable Reinforcement Learning on Financial Stock Trading using SHAP | Aug 18, 2022 | Deep Reinforcement LearningEthics | —Unverified | 0 |
| Autonomous Resource Management in Construction Companies Using Deep Reinforcement Learning Based on IoT | Aug 17, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Artificial Intelligence Empowered Multiple Access for Ultra Reliable and Low Latency THz Wireless Networks | Aug 17, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Generative Thermal Design Through Boundary Representation and Multi-Agent Cooperative Environment | Aug 16, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| A Walk in the Park: Learning to Walk in 20 Minutes With Model-Free Reinforcement Learning | Aug 16, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
