| Deterministic Implementations for Reproducibility in Deep Reinforcement Learning | Sep 15, 2018 | Deep Reinforcement LearningQ-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 |
| Developing a Chatbot system using Deep Learning based for Universities consultancy | Feb 28, 2022 | ChatbotDeep Learning | CodeCode Available | 0 | 5 |
| TooBadRL: Trigger Optimization to Boost Effectiveness of Backdoor Attacks on Deep Reinforcement Learning | Jun 11, 2025 | Deep Reinforcement LearningSequential Decision Making | 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 |
| Deploying Deep Reinforcement Learning Systems: A Taxonomy of Challenges | Aug 23, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Near-optimal Deep Reinforcement Learning Policies from Data for Zone Temperature Control | Mar 10, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Neighborhood Mixup Experience Replay: Local Convex Interpolation for Improved Sample Efficiency in Continuous Control Tasks | May 18, 2022 | continuous-controlContinuous Control | 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 |
| Augmented Q Imitation Learning (AQIL) | Mar 31, 2020 | Deep Reinforcement LearningImitation 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 |
| Neural Logic Reinforcement Learning | Apr 24, 2019 | Deep Reinforcement LearningInductive logic programming | CodeCode Available | 0 | 5 |
| Design Optimization of Nuclear Fusion Reactor through Deep Reinforcement Learning | Sep 12, 2024 | Deep Reinforcement Learningreinforcement-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 |
| Deep W-Networks: Solving Multi-Objective Optimisation Problems With Deep Reinforcement Learning | Nov 9, 2022 | Deep Reinforcement Learningreinforcement-learning | 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 |
| Neuro-Inspired Fragmentation and Recall to Overcome Catastrophic Forgetting in Curiosity | Oct 26, 2023 | Deep Reinforcement LearningPrediction | 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 |
| DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning | Nov 22, 2019 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| DeepTPI: Test Point Insertion with Deep Reinforcement Learning | Jun 7, 2022 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Not All Tasks Are Equally Difficult: Multi-Task Deep Reinforcement Learning with Dynamic Depth Routing | Dec 22, 2023 | AllDeep Reinforcement Learning | 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 |
| Deep Successor Reinforcement Learning | Jun 8, 2016 | Deep Reinforcement LearningFPS Games | 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 |
| Combining Automated Optimisation of Hyperparameters and Reward Shape | Jun 26, 2024 | Deep Reinforcement LearningReinforcement Learning (RL) | 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 |
| 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 |
| Mitigating Off-Policy Bias in Actor-Critic Methods with One-Step Q-learning: A Novel Correction Approach | Aug 1, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Deep reinforcement learning with time-scale invariant memory | Dec 19, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Combinational Q-Learning for Dou Di Zhu | Jan 24, 2019 | Atari GamesCard Games | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning with Function Properties in Mean Reversion Strategies | Jan 9, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Classification with Costly Features in Hierarchical Deep Sets | Nov 20, 2019 | ClassificationClassification with Costly Features | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning with Feedback-based Exploration | Mar 14, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Graph-based State Representation for Deep Reinforcement Learning | Apr 29, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning with a Natural Language Action Space | Nov 14, 2015 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| Colored Noise in PPO: Improved Exploration and Performance through Correlated Action Sampling | Dec 18, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Colonoscopy Navigation using End-to-End Deep Visuomotor Control: A User Study | Jun 30, 2022 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning via Object-Centric Attention | Apr 3, 2025 | Deep Reinforcement LearningInductive Bias | CodeCode Available | 0 | 5 |
| An Optical Control Environment for Benchmarking Reinforcement Learning Algorithms | Mar 23, 2022 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Collision Avoidance in Pedestrian-Rich Environments with Deep Reinforcement Learning | Oct 24, 2019 | Collision AvoidanceDecision Making | CodeCode Available | 0 | 5 |
| Deep reinforcement learning uncovers processes for separating azeotropic mixtures without prior knowledge | Oct 10, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads | Jun 12, 2016 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case | Oct 16, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Adaptively Calibrated Critic Estimates for Deep Reinforcement Learning | Nov 24, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Deep reinforcement learning in World-Earth system models to discover sustainable management strategies | Aug 15, 2019 | Deep Reinforcement LearningManagement | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning in Quantitative Algorithmic Trading: A Review | May 31, 2021 | Algorithmic TradingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning of Marked Temporal Point Processes | May 23, 2018 | Deep Reinforcement LearningMarketing | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning Based Parameter Control in Differential Evolution | May 20, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| Collaborative Multi-BS Power Management for Dense Radio Access Network using Deep Reinforcement Learning | Apr 17, 2023 | Deep Reinforcement LearningManagement | CodeCode Available | 0 | 5 |
