| Conditionally Elicitable Dynamic Risk Measures for Deep Reinforcement Learning | Jun 29, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Sequence Modeling of Temporal Credit Assignment for Episodic Reinforcement Learning | May 31, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Not All Tasks Are Equally Difficult: Multi-Task Deep Reinforcement Learning with Dynamic Depth Routing | Dec 22, 2023 | AllDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Programming Language Correction | Jan 31, 2018 | Deep Reinforcement LearningMachine Translation | CodeCode Available | 0 |
| Enhanced Low-Dimensional Sensing Mapless Navigation of Terrestrial Mobile Robots Using Double Deep Reinforcement Learning Techniques | Oct 20, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 |
| L2SR: Learning to Sample and Reconstruct for Accelerated MRI via Reinforcement Learning | Dec 5, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Novelty Search for Deep Reinforcement Learning Policy Network Weights by Action Sequence Edit Metric Distance | Feb 8, 2019 | Deep Reinforcement LearningEvolutionary Algorithms | CodeCode Available | 0 |
| Sequential memory improves sample and memory efficiency in Episodic Control | Dec 29, 2021 | Deep Reinforcement LearningHippocampus | CodeCode Available | 0 |
| Sequential Experimental Design for X-Ray CT Using Deep Reinforcement Learning | Jul 12, 2023 | 3D ReconstructionComputed Tomography (CT) | CodeCode Available | 0 |
| Lander.AI: Adaptive Landing Behavior Agent for Expertise in 3D Dynamic Platform Landings | Mar 11, 2024 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Conditionally Combining Robot Skills using Large Language Models | Oct 25, 2023 | Deep Reinforcement LearningLanguage Modeling | CodeCode Available | 0 |
| Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning | Jan 15, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Energy-Efficient Parking Analytics System using Deep Reinforcement Learning | Feb 15, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| End-to-end optimization of goal-driven and visually grounded dialogue systems | Mar 15, 2017 | DecoderDeep Reinforcement Learning | CodeCode Available | 0 |
| Language as an Abstraction for Hierarchical Deep Reinforcement Learning | Jun 18, 2019 | Deep Reinforcement LearningInstruction Following | CodeCode Available | 0 |
| Language-Based Augmentation to Address Shortcut Learning in Object Goal Navigation | Feb 7, 2024 | Deep Reinforcement LearningLanguage Modelling | CodeCode Available | 0 |
| Numerical solutions of fixed points in two-dimensional Kuramoto-Sivashinsky equation expedited by reinforcement learning | Dec 27, 2024 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Language Understanding for Text-based Games Using Deep Reinforcement Learning | Jun 30, 2015 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Long-Short Portfolio Optimization | Dec 26, 2020 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| End-to-end grasping policies for human-in-the-loop robots via deep reinforcement learning | Apr 26, 2021 | Deep Reinforcement LearningElectromyography (EMG) | CodeCode Available | 0 |
| Empowerment-driven Exploration using Mutual Information Estimation | Oct 11, 2018 | Deep Reinforcement LearningMontezuma's Revenge | CodeCode Available | 0 |
| AI-driven Prices for Externalities and Sustainability in Production Markets | Jun 10, 2021 | Deep Reinforcement LearningFairness | CodeCode Available | 0 |
| Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture | Sep 21, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Playing 2.5D Fighting Games | May 5, 2018 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 |
| Viewpoint Optimization for Autonomous Strawberry Harvesting with Deep Reinforcement Learning | Mar 5, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| A Deep Reinforcement Learning Framework For Column Generation | Jun 3, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| SFV: Reinforcement Learning of Physical Skills from Videos | Oct 8, 2018 | Deep Reinforcement LearningPose Estimation | CodeCode Available | 0 |
| A Deep Reinforcement Learning Approach to Audio-Based Navigation in a Multi-Speaker Environment | May 10, 2021 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Compositional Learning of Visually-Grounded Concepts Using Reinforcement | Sep 8, 2023 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control | Sep 26, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Shaping Advice in Deep Reinforcement Learning | Feb 19, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Personalized Diagnostic Decision Pathways Using Electronic Health Records: A Comparative Study on Anemia and Systemic Lupus Erythematosus | Apr 9, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Optimal Stopping with Application in Financial Engineering | May 19, 2021 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Occlusion-Aware Crowd Navigation Using People as Sensors | Oct 2, 2022 | Autonomous NavigationCollision Avoidance | CodeCode Available | 0 |
| Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning | Sep 28, 2017 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 0 |
| Shared Autonomy via Deep Reinforcement Learning | Feb 6, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Tangled Program Graphs as an alternative to DRL-based control algorithms for UAVs | Nov 8, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Towards optimized actions in critical situations of soccer games with deep reinforcement learning | Sep 14, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Composable Deep Reinforcement Learning for Robotic Manipulation | Mar 19, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Learned spatial data partitioning | Jun 8, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Online Optimal Execution Strategies | Oct 17, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Empirical analysis of PGA-MAP-Elites for Neuroevolution in Uncertain Domains | Oct 24, 2022 | Deep Reinforcement LearningDiversity | CodeCode Available | 0 |
| Component Transfer Learning for Deep RL Based on Abstract Representations | Nov 22, 2021 | Deep Reinforcement LearningTransfer Learning | CodeCode Available | 0 |
| 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 |
| Deep Reinforcement Learning for Multi-Domain Dialogue Systems | Nov 26, 2016 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal Navigation | Dec 17, 2022 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| Sharing Knowledge in Multi-Task Deep Reinforcement Learning | Jan 17, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Off-Policy Deep Reinforcement Learning with Analogous Disentangled Exploration | Feb 25, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning | Sep 16, 2016 | 3D ReconstructionDeep Reinforcement Learning | CodeCode Available | 0 |
| Shielding Atari Games with Bounded Prescience | Jan 20, 2021 | Atari GamesAutonomous Driving | CodeCode Available | 0 |
