| Beyond Traditional DoE: Deep Reinforcement Learning for Optimizing Experiments in Model Identification of Battery Dynamics | Oct 12, 2023 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Learning RL-Policies for Joint Beamforming Without Exploration: A Batch Constrained Off-Policy Approach | Oct 12, 2023 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Language-Guided Reinforcement Learning for Hard Attention in Few-Shot Learning | Oct 11, 2023 | Deep Reinforcement LearningFew-Shot Learning | —Unverified | 0 |
| DeePref: Deep Reinforcement Learning For Video Prefetching In Content Delivery Networks | Oct 11, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Autonomous Cyber Defence: A Survey | Oct 11, 2023 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Deep reinforcement learning uncovers processes for separating azeotropic mixtures without prior knowledge | Oct 10, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| On Double Descent in Reinforcement Learning with LSTD and Random Features | Oct 9, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Predictive auxiliary objectives in deep RL mimic learning in the brain | Oct 9, 2023 | Auxiliary LearningDeep Reinforcement Learning | —Unverified | 0 |
| Logic-Q: Improving Deep Reinforcement Learning-based Quantitative Trading via Program Sketch-based Tuning | Oct 9, 2023 | Deep Reinforcement LearningProgram Synthesis | —Unverified | 0 |
| A new economic and financial theory of money | Oct 8, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Cross-Layer Design in Terahertz Mesh Backhaul Networks | Oct 8, 2023 | Deep Reinforcement LearningTransfer Learning | —Unverified | 0 |
| Fully Spiking Neural Network for Legged Robots | Oct 8, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Intelligent DRL-Based Adaptive Region of Interest for Delay-sensitive Telemedicine Applications | Oct 8, 2023 | Deep Reinforcement LearningImage Compression | —Unverified | 0 |
| Hieros: Hierarchical Imagination on Structured State Space Sequence World Models | Oct 8, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Digital Twin Assisted Deep Reinforcement Learning for Online Admission Control in Sliced Network | Oct 7, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Surgical Gym: A high-performance GPU-based platform for reinforcement learning with surgical robots | Oct 7, 2023 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| DRIFT: Deep Reinforcement Learning for Intelligent Floating Platforms Trajectories | Oct 6, 2023 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 1 |
| Adjustable Robust Reinforcement Learning for Online 3D Bin Packing | Oct 6, 2023 | 3D Bin PackingDeep Reinforcement Learning | —Unverified | 0 |
| A Review of Deep Reinforcement Learning in Serverless Computing: Function Scheduling and Resource Auto-Scaling | Oct 5, 2023 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Small batch deep reinforcement learning | Oct 5, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability | Oct 5, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| How the level sampling process impacts zero-shot generalisation in deep reinforcement learning | Oct 5, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design | Oct 4, 2023 | Deep Reinforcement LearningGeneral Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study | Oct 4, 2023 | Autonomous VehiclesBenchmarking | —Unverified | 0 |
| B-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis | Oct 4, 2023 | Code GenerationDeep Reinforcement Learning | —Unverified | 0 |
| Neural architecture impact on identifying temporally extended Reinforcement Learning tasks | Oct 4, 2023 | Deep Reinforcement Learningimage-classification | —Unverified | 0 |
| Deep reinforcement learning for machine scheduling: Methodology, the state-of-the-art, and future directions | Oct 4, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for Interactive Search with Sentence-level Feedback | Oct 3, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Differentially Encoded Observation Spaces for Perceptive Reinforcement Learning | Oct 3, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| CAD: Clustering And Deep Reinforcement Learning Based Multi-Period Portfolio Management Strategy | Oct 2, 2023 | ClusteringDeep Reinforcement Learning | —Unverified | 0 |
| Solving the Quadratic Assignment Problem using Deep Reinforcement Learning | Oct 2, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Pre-training with Synthetic Data Helps Offline Reinforcement Learning | Oct 1, 2023 | D4RLDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Autonomous Vehicle Intersection Navigation | Sep 30, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Controlling Neural Style Transfer with Deep Reinforcement Learning | Sep 30, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform | Sep 29, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| TranDRL: A Transformer-Driven Deep Reinforcement Learning Enabled Prescriptive Maintenance Framework | Sep 29, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Memory Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents | Sep 29, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Reliability Quantification of Deep Reinforcement Learning-based Control | Sep 29, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning to Terminate in Object Navigation | Sep 28, 2023 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Learning in Deterministic Computational Mechanics | Sep 27, 2023 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Towards Human-Like RL: Taming Non-Naturalistic Behavior in Deep RL via Adaptive Behavioral Costs in 3D Games | Sep 27, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Residual Scheduling: A New Reinforcement Learning Approach to Solving Job Shop Scheduling Problem | Sep 27, 2023 | Deep Reinforcement LearningJob Shop Scheduling | —Unverified | 0 |
| Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control | Sep 26, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| V2X-Lead: LiDAR-based End-to-End Autonomous Driving with Vehicle-to-Everything Communication Integration | Sep 26, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Recurrent Hypernetworks are Surprisingly Strong in Meta-RL | Sep 26, 2023 | Deep Reinforcement LearningFew-Shot Learning | CodeCode Available | 1 |
| Constrained Deep Reinforcement Learning for Fronthaul Compression Optimization | Sep 26, 2023 | Deep Reinforcement LearningQuantization | —Unverified | 0 |
| Age Minimization in Massive IoT via UAV Swarm: A Multi-agent Reinforcement Learning Approach | Sep 26, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Gray-box Adversarial Attack of Deep Reinforcement Learning-based Trading Agents | Sep 26, 2023 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 |
| Effective Multi-Agent Deep Reinforcement Learning Control with Relative Entropy Regularization | Sep 26, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization | Sep 25, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
