| Deep-Reinforcement-Learning-based Path Planning for Industrial Robots using Distance Sensors as Observation | Jan 14, 2023 | Deep Reinforcement LearningIndustrial Robots | CodeCode Available | 1 |
| schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments | Jan 10, 2023 | Deep Reinforcement LearningJob Shop Scheduling | CodeCode Available | 1 |
| Extreme Q-Learning: MaxEnt RL without Entropy | Jan 5, 2023 | D4RLDeep Reinforcement Learning | CodeCode Available | 1 |
| Environment Agnostic Representation for Visual Reinforcement Learning | Jan 1, 2023 | Deep Reinforcement LearningDomain Generalization | CodeCode Available | 1 |
| Goal-Guided Transformer-Enabled Reinforcement Learning for Efficient Autonomous Navigation | Jan 1, 2023 | Autonomous NavigationDecision Making | CodeCode Available | 1 |
| Transformer in Transformer as Backbone for Deep Reinforcement Learning | Dec 30, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Tuning Synaptic Connections instead of Weights by Genetic Algorithm in Spiking Policy Network | Dec 29, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 |
| On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations | Dec 28, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Example-guided learning of stochastic human driving policies using deep reinforcement learning | Dec 23, 2022 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 1 |
| On Reinforcement Learning for the Game of 2048 | Dec 21, 2022 | Deep Reinforcement LearningEnsemble Learning | CodeCode Available | 1 |
| Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems | Dec 14, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Optimal Planning of Hybrid Energy Storage Systems using Curtailed Renewable Energy through Deep Reinforcement Learning | Dec 12, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations | Dec 12, 2022 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Targeted Adversarial Attacks on Deep Reinforcement Learning Policies via Model Checking | Dec 10, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement Learning | Dec 4, 2022 | BenchmarkingDecision Making | CodeCode Available | 1 |
| MeshDQN: A Deep Reinforcement Learning Framework for Improving Meshes in Computational Fluid Dynamics | Dec 2, 2022 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 |
| 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 |
| Online Anomalous Subtrajectory Detection on Road Networks with Deep Reinforcement Learning | Nov 12, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| 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 |
| Spatial-temporal recurrent reinforcement learning for autonomous ships | Nov 2, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Online Control of Adaptive Large Neighborhood Search using Deep Reinforcement Learning | Nov 1, 2022 | Bayesian OptimizationCombinatorial Optimization | CodeCode Available | 1 |
| ERL-Re^2: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation | Oct 26, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Avalon: A Benchmark for RL Generalization Using Procedurally Generated Worlds | Oct 24, 2022 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Symbolic Distillation for Learned TCP Congestion Control | Oct 24, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control | Oct 20, 2022 | BenchmarkingData Augmentation | CodeCode Available | 1 |
| Intelligent Resource Allocation in Joint Radar-Communication With Graph Neural Networks | Oct 17, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| WILD-SCAV: Benchmarking FPS Gaming AI on Unity3D-based Environments | Oct 14, 2022 | Atari GamesBenchmarking | CodeCode Available | 1 |
| Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm | Oct 14, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| ToupleGDD: A Fine-Designed Solution of Influence Maximization by Deep Reinforcement Learning | Oct 14, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning | Oct 13, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Deep Reinforcement Learning-based Rebalancing Policies for Profit Maximization of Relay Nodes in Payment Channel Networks | Oct 13, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning | Oct 12, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Benchmarking Reinforcement Learning Techniques for Autonomous Navigation | Oct 10, 2022 | Autonomous NavigationBenchmarking | CodeCode Available | 1 |
| Multiagent Reinforcement Learning Based on Fusion-Multiactor-Attention-Critic for Multiple-Unmanned-Aerial-Vehicle Navigation Control | Oct 10, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| High Performance on Atari Games Using Perceptual Control Architecture Without Training | Oct 8, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 |
| DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems | Oct 8, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning | Oct 7, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning based Evasion Generative Adversarial Network for Botnet Detection | Oct 6, 2022 | Deep Reinforcement LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery | Oct 6, 2022 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 |
| Real-Time Reinforcement Learning for Vision-Based Robotics Utilizing Local and Remote Computers | Oct 5, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| DISCOVER: Deep identification of symbolically concise open-form PDEs via enhanced reinforcement-learning | Oct 4, 2022 | Deep Reinforcement LearningForm | CodeCode Available | 1 |
| Deep Intrinsically Motivated Exploration in Continuous Control | Oct 1, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Programmable and Customized Intelligence for Traffic Steering in 5G Networks Using Open RAN Architectures | Sep 28, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 |
| MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference | Sep 28, 2022 | Collaborative InferenceDeep Reinforcement Learning | CodeCode Available | 1 |
| Exploiting Transformer in Sparse Reward Reinforcement Learning for Interpretable Temporal Logic Motion Planning | Sep 27, 2022 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 1 |
| Deep Generalized Schrödinger Bridge | Sep 20, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 |
| MAN: Multi-Action Networks Learning | Sep 19, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Look where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning | Sep 16, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Stability Constrained Reinforcement Learning for Decentralized Real-Time Voltage Control | Sep 16, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
