| A Robust Fuel Optimization Strategy For Hybrid Electric Vehicles: A Deep Reinforcement Learning Based Continuous Time Design Approach | Jan 1, 2021 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Interpretable Reinforcement Learning With Neural Symbolic Logic | Jan 1, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Monotonic Robust Policy Optimization with Model Discrepancy | Jan 1, 2021 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Intrinsically Guided Exploration in Meta Reinforcement Learning | Jan 1, 2021 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Daylight: Assessing Generalization Skills of Deep Reinforcement Learning Agents | Jan 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Survey on Deep Reinforcement Learning for Audio-Based Applications | Jan 1, 2021 | Audio Signal ProcessingDeep Reinforcement Learning | —Unverified | 0 |
| Optimistic Exploration with Backward Bootstrapped Bonus for Deep Reinforcement Learning | Jan 1, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| ReaPER: Improving Sample Efficiency in Model-Based Latent Imagination | Jan 1, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Cross-State Self-Constraint for Feature Generalization in Deep Reinforcement Learning | Jan 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control | Jan 1, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Faults in Deep Reinforcement Learning Programs: A Taxonomy and A Detection Approach | Jan 1, 2021 | Deep Reinforcement LearningFault Detection | CodeCode Available | 0 |
| Coordinated Multi-Agent Exploration Using Shared Goals | Jan 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| FactoredRL: Leveraging Factored Graphs for Deep Reinforcement Learning | Jan 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Factored Action Spaces in Deep Reinforcement Learning | Jan 1, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Deep Reinforcement Learning With Adaptive Combined Critics | Jan 1, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Exploring Transferability of Perturbations in Deep Reinforcement Learning | Jan 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Simple Augmentation Goes a Long Way: ADRL for DNN Quantization | Jan 1, 2021 | Deep Reinforcement LearningQuantization | —Unverified | 0 |
| Compute- and Memory-Efficient Reinforcement Learning with Latent Experience Replay | Jan 1, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Average Reward Reinforcement Learning with Monotonic Policy Improvement | Jan 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Predictive Communication by Imagination in Networked System Control | Jan 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Latent Landmarks for Generalizable Planning | Jan 1, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Using Deep Reinforcement Learning to Train and Evaluate Instructional Sequencing Policies for an Intelligent Tutoring System | Jan 1, 2021 | Deep Reinforcement LearningKnowledge Tracing | —Unverified | 0 |
| Bounded Myopic Adversaries for Deep Reinforcement Learning Agents | Jan 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Weighted Bellman Backups for Improved Signal-to-Noise in Q-Updates | Jan 1, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms | Jan 1, 2021 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
