| A Deep Reinforcement Learning Approach for Ramp Metering Based on Traffic Video Data | Dec 9, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| CAE: Repurposing the Critic as an Explorer in Deep Reinforcement Learning | Mar 23, 2025 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 | 0 |
| Anderson Acceleration for Reinforcement Learning | Sep 25, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| CAD: Clustering And Deep Reinforcement Learning Based Multi-Period Portfolio Management Strategy | Oct 2, 2023 | ClusteringDeep Reinforcement Learning | —Unverified | 0 | 0 |
| An Autonomous Free Airspace En-route Controller using Deep Reinforcement Learning Techniques | Jul 3, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Caching-at-STARS: the Next Generation Edge Caching | Aug 1, 2023 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| By Fair Means or Foul: Quantifying Collusion in a Market Simulation with Deep Reinforcement Learning | Jun 4, 2024 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 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 | 0 |
| A Deep Reinforcement Learning Approach for Security-Aware Service Acquisition in IoT | Apr 4, 2024 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge | Mar 16, 2021 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation | Oct 11, 2019 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| A Narration-based Reward Shaping Approach using Grounded Natural Language Commands | Oct 31, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 | 0 |
| Building Decision Forest via Deep Reinforcement Learning | Apr 1, 2022 | Binary ClassificationDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Building Advanced Dialogue Managers for Goal-Oriented Dialogue Systems | Jun 3, 2018 | Deep Reinforcement LearningGoal-Oriented Dialogue Systems | —Unverified | 0 | 0 |
| A Deep Reinforcement Learning Approach for Adaptive Traffic Routing in Next-gen Networks | Feb 7, 2024 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 | 0 |
| Buffer Pool Aware Query Scheduling via Deep Reinforcement Learning | Jul 21, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| An Analysis of Deep Reinforcement Learning Agents for Text-based Games | Sep 9, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning | Nov 13, 2019 | Deep Reinforcement LearningFairness | —Unverified | 0 | 0 |
| Analyzing Visual Representations in Embodied Navigation Tasks | Mar 12, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 | 0 |
| A Deep Reinforcement Learning Approach for Interactive Search with Sentence-level Feedback | Oct 3, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 | 0 |
| Broad Critic Deep Actor Reinforcement Learning for Continuous Control | Nov 24, 2024 | Computational Efficiencycontinuous-control | —Unverified | 0 | 0 |
| Bridging Transient and Steady-State Performance in Voltage Control: A Reinforcement Learning Approach with Safe Gradient Flow | Mar 20, 2023 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Analyzing the Hidden Activations of Deep Policy Networks: Why Representation Matters | Mar 11, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Bridging the Gap Between Target Networks and Functional Regularization | Oct 21, 2022 | Deep Reinforcement Learning | —Unverified | 0 | 0 |
| Analyzing Robustness of the Deep Reinforcement Learning Algorithm in Ramp Metering Applications Considering False Data Injection Attack and Defense | Jan 28, 2023 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 | 0 |
