| UAV Trajectory and Multi-User Beamforming Optimization for Clustered Users Against Passive Eavesdropping Attacks With Unknown CSI | Jun 11, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Value function estimation using conditional diffusion models for control | Jun 9, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions | Jun 9, 2023 | Adversarial AttackAtari Games | —Unverified | 0 |
| A newborn embodied Turing test for view-invariant object recognition | Jun 8, 2023 | Deep Reinforcement LearningObject Recognition | —Unverified | 0 |
| A framework for dynamically training and adapting deep reinforcement learning models to different, low-compute, and continuously changing radiology deployment environments | Jun 8, 2023 | Deep Reinforcement LearningLifelong learning | —Unverified | 0 |
| Learned spatial data partitioning | Jun 8, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning to Navigate in Turbulent Flows with Aerial Robot Swarms: A Cooperative Deep Reinforcement Learning Approach | Jun 7, 2023 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Reinforcement Learning-Based Control of CrazyFlie 2.X Quadrotor | Jun 6, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Agent Performing Autonomous Stock Trading under Good and Bad Situations | Jun 6, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| RLtools: A Fast, Portable Deep Reinforcement Learning Library for Continuous Control | Jun 6, 2023 | continuous-controlContinuous Control | CodeCode Available | 2 |
| Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization | Jun 5, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| A Novel Multi-Agent Deep RL Approach for Traffic Signal Control | Jun 5, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic | Jun 5, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| For SALE: State-Action Representation Learning for Deep Reinforcement Learning | Jun 4, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Improving the generalizability and robustness of large-scale traffic signal control | Jun 2, 2023 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |
| DVFO: Learning-Based DVFS for Energy-Efficient Edge-Cloud Collaborative Inference | Jun 2, 2023 | Collaborative InferenceCPU | —Unverified | 0 |
| Average AoI Minimization for Energy Harvesting Relay-aided Status Update Network Using Deep Reinforcement Learning | Jun 2, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization | Jun 2, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Q-Learning versus Proximal Policy Optimization: Performance Comparison in a Material Sorting Task | Jun 2, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Hyperparameters in Reinforcement Learning and How To Tune Them | Jun 2, 2023 | AutoMLDeep Reinforcement Learning | —Unverified | 0 |
| ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive Advantages | Jun 2, 2023 | Bayesian Inferencecontinuous-control | CodeCode Available | 0 |
| Deep Reinforcement Learning Framework for Thoracic Diseases Classification via Prior Knowledge Guidance | Jun 2, 2023 | Deep Reinforcement LearningDiagnostic | CodeCode Available | 0 |
| Fast Matrix Multiplication Without Tears: A Constraint Programming Approach | Jun 1, 2023 | Deep Reinforcement LearningProblem Decomposition | CodeCode Available | 0 |
| Investigating Navigation Strategies in the Morris Water Maze through Deep Reinforcement Learning | Jun 1, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| BitE : Accelerating Learned Query Optimization in a Mixed-Workload Environment | Jun 1, 2023 | Deep Reinforcement LearningEnsemble Learning | —Unverified | 0 |
| Multi-environment lifelong deep reinforcement learning for medical imaging | May 31, 2023 | Deep Reinforcement LearningLifelong learning | —Unverified | 0 |
| FRAMM: Fair Ranking with Missing Modalities for Clinical Trial Site Selection | May 30, 2023 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| DHRL-FNMR: An Intelligent Multicast Routing Approach Based on Deep Hierarchical Reinforcement Learning in SDN | May 30, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Perimeter Control Using Deep Reinforcement Learning: A Model-free Approach towards Homogeneous Flow Rate Optimization | May 29, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Doing the right thing for the right reason: Evaluating artificial moral cognition by probing cost insensitivity | May 29, 2023 | Deep Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 |
| Action valuation of on- and off-ball soccer players based on multi-agent deep reinforcement learning | May 29, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU | May 27, 2023 | Autonomous VehiclesDeep Learning | —Unverified | 0 |
| NASimEmu: Network Attack Simulator & Emulator for Training Agents Generalizing to Novel Scenarios | May 26, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Adaptive PD Control using Deep Reinforcement Learning for Local-Remote Teleoperation with Stochastic Time Delays | May 26, 2023 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| A Hierarchical Approach to Population Training for Human-AI Collaboration | May 26, 2023 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Physics-Regulated Deep Reinforcement Learning: Invariant Embeddings | May 26, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Counterfactual Explainer Framework for Deep Reinforcement Learning Models Using Policy Distillation | May 25, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Lucy-SKG: Learning to Play Rocket League Efficiently Using Deep Reinforcement Learning | May 25, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Market Making with Deep Reinforcement Learning from Limit Order Books | May 25, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning with Plasticity Injection | May 24, 2023 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| Successor-Predecessor Intrinsic Exploration | May 24, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Research on Multi-Agent Communication and Collaborative Decision-Making Based on Deep Reinforcement Learning | May 23, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Semantic-aware Transmission Scheduling: a Monotonicity-driven Deep Reinforcement Learning Approach | May 23, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| RLBoost: Boosting Supervised Models using Deep Reinforcement Learning | May 23, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning-based Multi-objective Path Planning on the Off-road Terrain Environment for Ground Vehicles | May 23, 2023 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Control of a simulated MRI scanner with deep reinforcement learning | May 23, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Road Planning for Slums via Deep Reinforcement Learning | May 22, 2023 | BlockingDeep Reinforcement Learning | CodeCode Available | 1 |
| Testing of Deep Reinforcement Learning Agents with Surrogate Models | May 22, 2023 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 0 |
| DexPBT: Scaling up Dexterous Manipulation for Hand-Arm Systems with Population Based Training | May 20, 2023 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Game-Theoretical Analysis of Reviewer Rewards in Peer-Review Journal Systems: Analysis and Experimental Evaluation using Deep Reinforcement Learning | May 20, 2023 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
