| Divide & Conquer Imitation Learning | Apr 15, 2022 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 | 5 |
| Magpie: Automatically Tuning Static Parameters for Distributed File Systems using Deep Reinforcement Learning | Jul 19, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Compositional Learning of Visually-Grounded Concepts Using Reinforcement | Sep 8, 2023 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 | 5 |
| Diversity-based Deep Reinforcement Learning Towards Multidimensional Difficulty for Fighting Game AI | Nov 4, 2022 | Deep Reinforcement LearningDiversity | CodeCode Available | 0 | 5 |
| Distributional Bellman Operators over Mean Embeddings | Dec 9, 2023 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Distributional Reward Estimation for Effective Multi-Agent Deep Reinforcement Learning | Oct 14, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Composable Deep Reinforcement Learning for Robotic Manipulation | Mar 19, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| Component Transfer Learning for Deep RL Based on Abstract Representations | Nov 22, 2021 | Deep Reinforcement LearningTransfer Learning | CodeCode Available | 0 | 5 |
| Distributed Deep Reinforcement Learning: Learn how to play Atari games in 21 minutes | Jan 9, 2018 | Atari GamesCPU | CodeCode Available | 0 | 5 |
| Accuracy-based Curriculum Learning in Deep Reinforcement Learning | Jun 25, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Distributed-Training-and-Execution Multi-Agent Reinforcement Learning for Power Control in HetNet | Dec 15, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Diversity Optimization for Travelling Salesman Problem via Deep Reinforcement Learning | Jan 1, 2025 | DecoderDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Discovering Diverse Solutions in Deep Reinforcement Learning by Maximizing State-Action-Based Mutual Information | Mar 12, 2021 | Continuous ControlDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Direct Random Search for Fine Tuning of Deep Reinforcement Learning Policies | Sep 12, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Discovering Object-Centric Generalized Value Functions From Pixels | Apr 27, 2023 | Deep Reinforcement LearningObject | CodeCode Available | 0 | 5 |
| Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal Navigation | Dec 17, 2022 | Deep Reinforcement Learningmodel | CodeCode Available | 0 | 5 |
| Differentially Encoded Observation Spaces for Perceptive Reinforcement Learning | Oct 3, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| A Deep Reinforcement Learning Framework For Financial Portfolio Management | Sep 3, 2024 | Deep Reinforcement LearningManagement | CodeCode Available | 0 | 5 |
| Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval | Nov 21, 2021 | Deep Reinforcement LearningImage Retrieval | CodeCode Available | 0 | 5 |
| Interpretable Decision Tree Search as a Markov Decision Process | Sep 22, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Dexterous Robotic Manipulation using Deep Reinforcement Learning and Knowledge Transfer for Complex Sparse Reward-based Tasks | May 19, 2022 | Deep Reinforcement LearningTransfer Learning | CodeCode Available | 0 | 5 |
| Actively Learning Costly Reward Functions for Reinforcement Learning | Nov 23, 2022 | Active LearningDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| A novel policy for pre-trained Deep Reinforcement Learning for Speech Emotion Recognition | Jan 4, 2021 | Cross-corpusDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Developing a Chatbot system using Deep Learning based for Universities consultancy | Feb 28, 2022 | ChatbotDeep Learning | CodeCode Available | 0 | 5 |
| Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight | Oct 2, 2017 | Autonomous VehiclesDecision Making | CodeCode Available | 0 | 5 |
| A Deep Reinforcement Learning Framework For Column Generation | Jun 3, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deterministic Implementations for Reproducibility in Deep Reinforcement Learning | Sep 15, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning | Jun 19, 2017 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Diagnosing Bottlenecks in Deep Q-learning Algorithms | Feb 26, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Defending Observation Attacks in Deep Reinforcement Learning via Detection and Denoising | Jun 14, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Attention-Based Model and Deep Reinforcement Learning for Distribution of Event Processing Tasks | Dec 7, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning Algorithm for Dynamic Pricing of Express Lanes with Multiple Access Locations | Sep 10, 2019 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| DeepTraffic: Crowdsourced Hyperparameter Tuning of Deep Reinforcement Learning Systems for Multi-Agent Dense Traffic Navigation | Jan 9, 2018 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 0 | 5 |
| DeepTPI: Test Point Insertion with Deep Reinforcement Learning | Jun 7, 2022 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Deep W-Networks: Solving Multi-Objective Optimisation Problems With Deep Reinforcement Learning | Nov 9, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback | Jun 13, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning | Nov 22, 2019 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Combining Reinforcement Learning and Optimal Transport for the Traveling Salesman Problem | Mar 2, 2022 | Combinatorial OptimizationDeep Learning | CodeCode Available | 0 | 5 |
| Deep Successor Reinforcement Learning | Jun 8, 2016 | Deep Reinforcement LearningFPS Games | CodeCode Available | 0 | 5 |
| Molecular De Novo Design through Deep Reinforcement Learning | Apr 25, 2017 | Activity PredictionDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep TAMER: Interactive Agent Shaping in High-Dimensional State Spaces | Sep 28, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems through Probabilistic Model Checking | Sep 14, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning with Swin Transformers | Jun 30, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games | Oct 22, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Attentive Multi-Task Deep Reinforcement Learning | Jul 5, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks | Aug 1, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| Deep reinforcement learning with time-scale invariant memory | Dec 19, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep RTS: A Game Environment for Deep Reinforcement Learning in Real-Time Strategy Games | Aug 15, 2018 | Deep Reinforcement LearningReal-Time Strategy Games | CodeCode Available | 0 | 5 |
| Graph-based State Representation for Deep Reinforcement Learning | Apr 29, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs | Jun 20, 2024 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
