| Join Query Optimization with Deep Reinforcement Learning Algorithms | Nov 26, 2019 | AttributeDeep Reinforcement Learning | CodeCode Available | 0 |
| Neural Logic Reinforcement Learning | Apr 24, 2019 | Deep Reinforcement LearningInductive logic programming | CodeCode Available | 0 |
| Regret Minimization for Partially Observable Deep Reinforcement Learning | Oct 31, 2017 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 |
| Neural Map: Structured Memory for Deep Reinforcement Learning | Feb 27, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep reinforcement learning for smart calibration of radio telescopes | Feb 5, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Autonomous Navigation via Deep Reinforcement Learning for Resource Constraint Edge Nodes using Transfer Learning | Oct 12, 2019 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 0 |
| Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control | Jan 1, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning | Aug 8, 2017 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| Regularization Matters in Policy Optimization | Oct 21, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Estimation Error Correction in Deep Reinforcement Learning for Deterministic Actor-Critic Methods | Sep 22, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Neural Operator based Reinforcement Learning for Control of first-order PDEs with Spatially-Varying State Delay | Jan 30, 2025 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning | Jun 15, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Joint Intrinsic Motivation for Coordinated Exploration in Multi-Agent Deep Reinforcement Learning | Feb 6, 2024 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Jointly Learning to Construct and Control Agents using Deep Reinforcement Learning | Jan 4, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Jointly Pre-training with Supervised, Autoencoder, and Value Losses for Deep Reinforcement Learning | Apr 3, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning | Sep 7, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Vertical Symbolic Regression via Deep Policy Gradient | Feb 1, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Estimating Risk and Uncertainty in Deep Reinforcement Learning | May 23, 2019 | Bayesian InferenceDeep Reinforcement Learning | CodeCode Available | 0 |
| Neural Temporal-Difference and Q-Learning Provably Converge to Global Optima | May 24, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Joint Path planning and Power Allocation of a Cellular-Connected UAV using Apprenticeship Learning via Deep Inverse Reinforcement Learning | Jun 15, 2023 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Synthesizing Evolving Symbolic Representations for Autonomous Systems | Sep 18, 2024 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Reinfier and Reintrainer: Verification and Interpretation-Driven Safe Deep Reinforcement Learning Frameworks | Oct 19, 2024 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Context-Based Soft Actor Critic for Environments with Non-stationary Dynamics | May 7, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Semifactual Explanations for Reinforcement Learning | Sep 9, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Sequential Combinatorial Auctions | Jul 10, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Neuro-Inspired Fragmentation and Recall to Overcome Catastrophic Forgetting in Curiosity | Oct 26, 2023 | Deep Reinforcement LearningPrediction | CodeCode Available | 0 |
| Semi-Infinitely Constrained Markov Decision Processes and Efficient Reinforcement Learning | Apr 29, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Semi-supervised Deep Reinforcement Learning in Support of IoT and Smart City Services | Oct 9, 2018 | Deep Reinforcement LearningIndoor Localization | CodeCode Available | 0 |
| Visual Transfer between Atari Games using Competitive Reinforcement Learning | Sep 2, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Ensemble and Auxiliary Tasks for Data-Efficient Deep Reinforcement Learning | Jul 5, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Sepsis Treatment | Nov 27, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies | Feb 20, 2024 | Chemical ProcessDecision Making | CodeCode Available | 0 |
| Just Round: Quantized Observation Spaces Enable Memory Efficient Learning of Dynamic Locomotion | Oct 14, 2022 | Deep Reinforcement LearningQuantization | CodeCode Available | 0 |
| Towards Model-based Reinforcement Learning for Industry-near Environments | Jul 27, 2019 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Combining imagination and heuristics to learn strategies that generalize | Sep 10, 2018 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Reinforcement and Imitation Learning for Diverse Visuomotor Skills | Feb 26, 2018 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL | Oct 5, 2021 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Context-Aware Visual Policy Network for Sequence-Level Image Captioning | Aug 16, 2018 | Deep Reinforcement LearningImage Captioning | CodeCode Available | 0 |
| Newsvendor Model with Deep Reinforcement Learning | Dec 22, 2021 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| Next-Best-View Estimation based on Deep Reinforcement Learning for Active Object Classification | Oct 13, 2021 | Deep Reinforcement LearningObject | CodeCode Available | 0 |
| Knowing The What But Not The Where in Bayesian Optimization | May 7, 2019 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for room temperature control: a black-box pipeline from data to policies | Sep 10, 2021 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Towards More Sample Efficiency in Reinforcement Learning with Data Augmentation | Oct 19, 2019 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 0 |
| Reinforcement Learning and Deep Learning based Lateral Control for Autonomous Driving | Oct 30, 2018 | Autonomous DrivingDeep Learning | CodeCode Available | 0 |
| Noisy Networks for Exploration | Jun 30, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Sentence Simplification with Deep Reinforcement Learning | Mar 31, 2017 | DecoderDeep Reinforcement Learning | CodeCode Available | 0 |
| Weakly Supervised Scene Text Detection using Deep Reinforcement Learning | Jan 13, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Congested Urban Networks Tend to Be Insensitive to Signal Settings: Implications for Learning-Based Control | Aug 21, 2020 | Deep Reinforcement LearningTraffic Signal Control | CodeCode Available | 0 |
| Tackling Asymmetric and Circular Sequential Social Dilemmas with Reinforcement Learning and Graph-based Tit-for-Tat | Jun 26, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| No Prior Mask: Eliminate Redundant Action for Deep Reinforcement Learning | Dec 11, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
