| Launchpad: Learning to Schedule Using Offline and Online RL Methods | Dec 1, 2022 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| Reward Function Optimization of a Deep Reinforcement Learning Collision Avoidance System | Dec 1, 2022 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Distributed Deep Reinforcement Learning: A Survey and A Multi-Player Multi-Agent Learning Toolbox | Dec 1, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning for Multi-Truck Vehicle Routing Problems | Nov 30, 2022 | Combinatorial OptimizationDecoder | —Unverified | 0 |
| The Cost of Learning: Efficiency vs. Efficacy of Learning-Based RRM for 6G | Nov 30, 2022 | Deep Reinforcement LearningFriction | —Unverified | 0 |
| Autotuning PID control using Actor-Critic Deep Reinforcement Learning | Nov 29, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Performance Evaluation, Optimization and Dynamic Decision in Blockchain Systems: A Recent Overview | Nov 29, 2022 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Approximating Martingale Process for Variance Reduction in Deep Reinforcement Learning with Large State Space | Nov 29, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Distributed Energy Management and Demand Response in Smart Grids: A Multi-Agent Deep Reinforcement Learning Framework | Nov 29, 2022 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Continuous Neural Algorithmic Planners | Nov 29, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Discrete Control in Real-World Driving Environments using Deep Reinforcement Learning | Nov 29, 2022 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Causal Deep Reinforcement Learning Using Observational Data | Nov 28, 2022 | Autonomous DrivingCausal Inference | —Unverified | 0 |
| AcceRL: Policy Acceleration Framework for Deep Reinforcement Learning | Nov 28, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Continuous Episodic Control | Nov 28, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Applying Deep Reinforcement Learning to the HP Model for Protein Structure Prediction | Nov 27, 2022 | Deep Reinforcement LearningProtein Folding | CodeCode Available | 0 |
| An Isolation-Aware Online Virtual Network Embedding via Deep Reinforcement Learning | Nov 25, 2022 | Deep Reinforcement LearningNetwork Embedding | —Unverified | 0 |
| MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning | Nov 24, 2022 | Deep Reinforcement LearningLayout Design | CodeCode Available | 2 |
| Explainable and Safe Reinforcement Learning for Autonomous Air Mobility | Nov 24, 2022 | Adversarial AttackDeep Reinforcement Learning | CodeCode Available | 0 |
| Representation Learning for Continuous Action Spaces is Beneficial for Efficient Policy Learning | Nov 23, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Actively Learning Costly Reward Functions for Reinforcement Learning | Nov 23, 2022 | Active LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Enhancing team performance with transfer-learning during real-world human-robot collaboration | Nov 23, 2022 | Deep Reinforcement LearningTransfer Learning | —Unverified | 0 |
| Don't Watch Me: A Spatio-Temporal Trojan Attack on Deep-Reinforcement-Learning-Augment Autonomous Driving | Nov 22, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| A Reinforcement Learning Approach to Optimize Available Network Bandwidth Utilization | Nov 22, 2022 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Rare Event Estimation | Nov 22, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Low Latency Adaptive Coding Spiking Framework for Deep Reinforcement Learning | Nov 21, 2022 | Deep Reinforcement LearningOffline RL | CodeCode Available | 0 |
| TinyQMIX: Distributed Access Control for mMTC via Multi-agent Reinforcement Learning | Nov 21, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Real-time Local Feature with Global Visual Information Enhancement | Nov 20, 2022 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| Structure-Enhanced Deep Reinforcement Learning for Optimal Transmission Scheduling | Nov 20, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling | Nov 20, 2022 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| PIC4rl-gym: a ROS2 modular framework for Robots Autonomous Navigation with Deep Reinforcement Learning | Nov 19, 2022 | Autonomous NavigationBenchmarking | CodeCode Available | 1 |
| Credit-cognisant reinforcement learning for multi-agent cooperation | Nov 18, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Proactive Resilient Transmission and Scheduling Mechanisms for mmWave Networks | Nov 17, 2022 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Solar Power driven EV Charging Optimization with Deep Reinforcement Learning | Nov 17, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Combined Coverage and Resource Allocation in UAV-aided RAN-slicing | Nov 15, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Digital Twin-Assisted Collaborative Transcoding for Better User Satisfaction in Live Streaming | Nov 13, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility | Nov 13, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Online Anomalous Subtrajectory Detection on Road Networks with Deep Reinforcement Learning | Nov 12, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning with Vector Quantized Encoding | Nov 12, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization | Nov 11, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning Microgrid Optimization Strategy Considering Priority Flexible Demand Side | Nov 11, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-agent Deep Reinforcement Learning Approach | Nov 11, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Global and Local Analysis of Interestingness for Competency-Aware Deep Reinforcement Learning | Nov 11, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| A Graph Neural Networks based Framework for Topology-Aware Proactive SLA Management in a Latency Critical NFV Application Use-case | Nov 10, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Job Scheduling in Datacenters using Constraint Controlled RL | Nov 10, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Robust N-1 secure HV Grid Flexibility Estimation for TSO-DSO coordinated Congestion Management with Deep Reinforcement Learning | Nov 10, 2022 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| RARE: Renewable Energy Aware Resource Management in Datacenters | Nov 10, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Solving Collaborative Dec-POMDPs with Deep Reinforcement Learning Heuristics | Nov 9, 2022 | AllDeep Reinforcement Learning | —Unverified | 0 |
| Leveraging Sequentiality in Reinforcement Learning from a Single Demonstration | Nov 9, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep W-Networks: Solving Multi-Objective Optimisation Problems With Deep Reinforcement Learning | Nov 9, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Interpretable Deep Reinforcement Learning for Green Security Games with Real-Time Information | Nov 9, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
