| Online Control of Adaptive Large Neighborhood Search using Deep Reinforcement Learning | Nov 1, 2022 | Bayesian OptimizationCombinatorial Optimization | CodeCode Available | 1 |
| SoundSpaces: Audio-Visual Navigation in 3D Environments | Dec 24, 2019 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Optical Non-Line-of-Sight Physics-based 3D Human Pose Estimation | Mar 31, 2020 | 3D Human Pose EstimationDeep Reinforcement Learning | CodeCode Available | 1 |
| Tactile Sim-to-Real Policy Transfer via Real-to-Sim Image Translation | Jun 16, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees | Jan 31, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Augmenting Reinforcement Learning with Behavior Primitives for Diverse Manipulation Tasks | Oct 7, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games | Jun 12, 2022 | Deep Reinforcement LearningMuJoCo Games | CodeCode Available | 1 |
| Optimization of Molecules via Deep Reinforcement Learning | Oct 19, 2018 | Deep Reinforcement LearningMolecular Graph Generation | CodeCode Available | 1 |
| A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification | Jul 15, 2021 | Conformal PredictionDeep Reinforcement Learning | CodeCode Available | 1 |
| Optimizing Sequential Experimental Design with Deep Reinforcement Learning | Feb 2, 2022 | Deep Reinforcement LearningExperimental Design | CodeCode Available | 1 |
| PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations | Apr 6, 2022 | Contrastive LearningDecision Making | CodeCode Available | 1 |
| A new economic and financial theory of money | Oct 8, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A New Concept of Deep Reinforcement Learning based Augmented General Tagging System | Aug 1, 2018 | Deep Reinforcement LearningNamed Entity Recognition (NER) | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Efficient Drone Mobility Support | May 11, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| A New Concept of Deep Reinforcement Learning based Augmented General Sequence Tagging System | Dec 26, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A newborn embodied Turing test for view-invariant object recognition | Jun 8, 2023 | Deep Reinforcement LearningObject Recognition | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Automated Stock Trading, using xLSTM Networks | Mar 12, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Action Noise in Off-Policy Deep Reinforcement Learning: Impact on Exploration and Performance | Jun 8, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| A New Approach for Resource Scheduling with Deep Reinforcement Learning | Jun 21, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Nesterov's Accelerated quasi-Newton method for Global Routing using Deep Reinforcement Learning | Oct 15, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation | Jan 31, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An Ensemble Method of Deep Reinforcement Learning for Automated Cryptocurrency Trading | Jul 27, 2023 | Deep Reinforcement LearningModel Selection | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Multi-component Job Scheduling in Edge Computing | Aug 26, 2019 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Action Mapping for Reinforcement Learning in Continuous Environments with Constraints | Dec 5, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| AAMDRL: Augmented Asset Management with Deep Reinforcement Learning | Sep 30, 2020 | Asset ManagementDeep Reinforcement Learning | —Unverified | 0 |
| An Energy-Saving Snake Locomotion Gait Policy Obtained Using Deep Reinforcement Learning | Mar 8, 2021 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms | Nov 4, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for Audio-based Navigation and Audio Source Localization in Multi-speaker Environments | Oct 25, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An End-to-End Approach to Natural Language Object Retrieval via Context-Aware Deep Reinforcement Learning | Mar 22, 2017 | Deep Reinforcement LearningObject | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for Online Parcel Assignment | Sep 8, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Action Guidance with MCTS for Deep Reinforcement Learning | Jul 25, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for Fair Traffic Signal Control | Jul 21, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| An Empirical Game-Theoretic Analysis of Autonomous Cyber-Defence Agents | Jan 31, 2025 | Deep Reinforcement Learning | —Unverified | 0 |
| Multi-Objective Deep Reinforcement Learning for Optimisation in Autonomous Systems | Aug 2, 2024 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | —Unverified | 0 |
| An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals | Jun 4, 2025 | Deep Reinforcement LearningEvolutionary Algorithms | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization | Jul 13, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Biologically inspired architectures for sample-efficient deep reinforcement learning | Nov 25, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Biologically-Plausible Topology Improved Spiking Actor Network for Efficient Deep Reinforcement Learning | Mar 29, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Biological Neurons Compete with Deep Reinforcement Learning in Sample Efficiency in a Simulated Gameworld | May 27, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| BIDA: A Bi-level Interaction Decision-making Algorithm for Autonomous Vehicles in Dynamic Traffic Scenarios | Jun 19, 2025 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for the Meal Delivery Problem | Apr 24, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Bilateral Deep Reinforcement Learning Approach for Better-than-human Car Following Model | Mar 3, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for Ramp Metering Based on Traffic Video Data | Dec 9, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Bi-Level Control of Weaving Sections in Mixed Traffic Environments with Connected and Automated Vehicles | Mar 24, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Anderson Acceleration for Reinforcement Learning | Sep 25, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An Autonomous Free Airspace En-route Controller using Deep Reinforcement Learning Techniques | Jul 3, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for Trading Optimization in the Forex Market with Multi-Agent Asynchronous Distribution | May 30, 2024 | Algorithmic TradingDeep Reinforcement Learning | —Unverified | 0 |
| Adaptive traffic signal safety and efficiency improvement by multi objective deep reinforcement learning approach | Aug 1, 2024 | Deep Reinforcement LearningTraffic Signal Control | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for Security-Aware Service Acquisition in IoT | Apr 4, 2024 | Deep Reinforcement Learning | —Unverified | 0 |
| Beyond Training-time Poisoning: Component-level and Post-training Backdoors in Deep Reinforcement Learning | Jul 7, 2025 | Backdoor AttackDeep Reinforcement Learning | —Unverified | 0 |
