| Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks | Apr 25, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| A optimization framework for herbal prescription planning based on deep reinforcement learning | Apr 25, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Parallel bootstrap-based on-policy deep reinforcement learning for continuous flow control applications | Apr 24, 2023 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Efficient Halftoning via Deep Reinforcement Learning | Apr 24, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Bridging Declarative, Procedural, and Conditional Metacognitive Knowledge Gap Using Deep Reinforcement Learning | Apr 23, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| How to Control Hydrodynamic Force on Fluidic Pinball via Deep Reinforcement Learning | Apr 23, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| TempoRL: laser pulse temporal shape optimization with Deep Reinforcement Learning | Apr 20, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Efficient Deep Reinforcement Learning Requires Regulating Overfitting | Apr 20, 2023 | Deep Reinforcement LearningModel Selection | —Unverified | 0 |
| Two-Memory Reinforcement Learning | Apr 20, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Robust Deep Reinforcement Learning Scheduling via Weight Anchoring | Apr 20, 2023 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Bridging RL Theory and Practice with the Effective Horizon | Apr 19, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Learning policies for resource allocation in business processes | Apr 19, 2023 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| H-TSP: Hierarchically Solving the Large-Scale Travelling Salesman Problem | Apr 19, 2023 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Autonomous Agent for Beyond Visual Range Air Combat: A Deep Reinforcement Learning Approach | Apr 19, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Representative Trajectories of Dynamical Systems via Domain-Adaptive Imitation | Apr 19, 2023 | Deep Reinforcement LearningDiversity | CodeCode Available | 0 |
| Long-Term Fairness with Unknown Dynamics | Apr 19, 2023 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem | Apr 19, 2023 | DecoderDeep Reinforcement Learning | CodeCode Available | 1 |
| Benchmarking Actor-Critic Deep Reinforcement Learning Algorithms for Robotics Control with Action Constraints | Apr 18, 2023 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Alzheimers Disease Diagnosis using Machine Learning: A Review | Apr 17, 2023 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Leveraging Deep Reinforcement Learning for Metacognitive Interventions across Intelligent Tutoring Systems | Apr 17, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reclaimer: A Reinforcement Learning Approach to Dynamic Resource Allocation for Cloud Microservices | Apr 17, 2023 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Deep Explainable Relational Reinforcement Learning: A Neuro-Symbolic Approach | Apr 17, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Fast-Converged Deep Reinforcement Learning for Optimal Dispatch of Large-Scale Power Systems under Transient Security Constraints | Apr 17, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Integration of Reinforcement Learning Based Behavior Planning With Sampling Based Motion Planning for Automated Driving | Apr 17, 2023 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Collaborative Multi-BS Power Management for Dense Radio Access Network using Deep Reinforcement Learning | Apr 17, 2023 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| Context-aware Domain Adaptation for Time Series Anomaly Detection | Apr 15, 2023 | Anomaly DetectionDeep Reinforcement Learning | —Unverified | 0 |
| MvCo-DoT:Multi-View Contrastive Domain Transfer Network for Medical Report Generation | Apr 15, 2023 | Contrastive LearningDeep Reinforcement Learning | —Unverified | 0 |
| A Platform-Agnostic Deep Reinforcement Learning Framework for Effective Sim2Real Transfer towards Autonomous Driving | Apr 14, 2023 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep reinforcement learning applied to an assembly sequence planning problem with user preferences | Apr 13, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Active RIS-aided EH-NOMA Networks: A Deep Reinforcement Learning Approach | Apr 11, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Real-Time Model-Free Deep Reinforcement Learning for Force Control of a Series Elastic Actuator | Apr 11, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task | Apr 11, 2023 | Deep Reinforcement LearningExplainable artificial intelligence | —Unverified | 0 |
| Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras | Apr 10, 2023 | Deep Reinforcement Learningobject-detection | CodeCode Available | 1 |
| RoboPianist: Dexterous Piano Playing with Deep Reinforcement Learning | Apr 9, 2023 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 2 |
| Generating a Graph Colouring Heuristic with Deep Q-Learning and Graph Neural Networks | Apr 8, 2023 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| UAV Obstacle Avoidance by Human-in-the-Loop Reinforcement in Arbitrary 3D Environment | Apr 7, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Learning Multi-Pursuit Evasion for Safe Targeted Navigation of Drones | Apr 7, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| A modular framework for stabilizing deep reinforcement learning control | Apr 7, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Full Gradient Deep Reinforcement Learning for Average-Reward Criterion | Apr 7, 2023 | Deep Reinforcement LearningMulti-Armed Bandits | —Unverified | 0 |
| Deep Reinforcement Learning Based Optimal Infinite-Horizon Control of Probabilistic Boolean Control Networks | Apr 7, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning-Based Mapless Crowd Navigation with Perceived Risk of the Moving Crowd for Mobile Robots | Apr 7, 2023 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Deep Reinforcement Learning Based Vehicle Selection for Asynchronous Federated Learning Enabled Vehicular Edge Computing | Apr 6, 2023 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal Control | Apr 5, 2023 | Deep Reinforcement LearningTraffic Signal Control | CodeCode Available | 0 |
| Optimal Energy Storage Scheduling for Wind Curtailment Reduction and Energy Arbitrage: A Deep Reinforcement Learning Approach | Apr 5, 2023 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Effective control of two-dimensional Rayleigh--Bénard convection: invariant multi-agent reinforcement learning is all you need | Apr 5, 2023 | AllDeep Reinforcement Learning | CodeCode Available | 1 |
| Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field | Apr 4, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Regularization of the policy updates for stabilizing Mean Field Games | Apr 4, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Optimization of binding affinities in chemical space with generative pretrained transformer and deep reinforcement learning | Apr 3, 2023 | Deep Reinforcement LearningDrug Discovery | CodeCode Available | 0 |
| Enabling A Network AI Gym for Autonomous Cyber Agents | Apr 3, 2023 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| Unified Emulation-Simulation Training Environment for Autonomous Cyber Agents | Apr 3, 2023 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
