| Sample Efficient Deep Reinforcement Learning via Local Planning | Jan 29, 2023 | Deep Reinforcement LearningMontezuma's Revenge | —Unverified | 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 |
| RCsearcher: Reaction Center Identification in Retrosynthesis via Deep Q-Learning | Jan 28, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Turbulence control in plane Couette flow using low-dimensional neural ODE-based models and deep reinforcement learning | Jan 28, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| A Memory Efficient Deep Reinforcement Learning Approach For Snake Game Autonomous Agents | Jan 27, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement Learning from Diverse Human Preferences | Jan 27, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Exploring Deep Reinforcement Learning for Holistic Smart Building Control | Jan 27, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Modeling human road crossing decisions as reward maximization with visual perception limitations | Jan 27, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Neural Episodic Control with State Abstraction | Jan 27, 2023 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Double Deep Reinforcement Learning Techniques for Low Dimensional Sensing Mapless Navigation of Terrestrial Mobile Robots | Jan 26, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning | Jan 26, 2023 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 3 |
| DeepADMR: A Deep Learning based Anomaly Detection for MANET Routing | Jan 24, 2023 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| A Novel Deep Reinforcement Learning-based Approach for Enhancing Spectral Efficiency of IRS-assisted Wireless Systems | Jan 24, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Explainable Deep Reinforcement Learning: State of the Art and Challenges | Jan 24, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| AutoCost: Evolving Intrinsic Cost for Zero-violation Reinforcement Learning | Jan 24, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Effective Baselines for Multiple Object Rearrangement Planning in Partially Observable Mapped Environments | Jan 24, 2023 | Deep Reinforcement LearningObject | —Unverified | 0 |
| NeSIG: A Neuro-Symbolic Method for Learning to Generate Planning Problems | Jan 24, 2023 | Deep Reinforcement LearningDiversity | CodeCode Available | 0 |
| Optimal Inter-area Oscillation Damping Control: A Transfer Deep Reinforcement Learning Approach with Switching Control Strategy | Jan 23, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| A deep reinforcement learning approach to assess the low-altitude airspace capacity for urban air mobility | Jan 23, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Revisiting Estimation Bias in Policy Gradients for Deep Reinforcement Learning | Jan 20, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Asynchronous Deep Double Duelling Q-Learning for Trading-Signal Execution in Limit Order Book Markets | Jan 20, 2023 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics | Jan 20, 2023 | DecoderDeep Reinforcement Learning | —Unverified | 0 |
| Domain-adapted Learning and Interpretability: DRL for Gas Trading | Jan 19, 2023 | Deep Reinforcement LearningEnsemble Learning | —Unverified | 0 |
| A Survey of Meta-Reinforcement Learning | Jan 19, 2023 | Deep Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 |
| Automated deep reinforcement learning for real-time scheduling strategy of multi-energy system integrated with post-carbon and direct-air carbon captured system | Jan 18, 2023 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
