| DARLA: Improving Zero-Shot Transfer in Reinforcement Learning | Jul 26, 2017 | Deep Reinforcement LearningDomain Adaptation | CodeCode Available | 0 |
| Applying Deep Reinforcement Learning to the HP Model for Protein Structure Prediction | Nov 27, 2022 | Deep Reinforcement LearningProtein Folding | CodeCode Available | 0 |
| Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games | Oct 22, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization | May 22, 2025 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games? | Nov 7, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| A Hierarchical Architecture for Sequential Decision-Making in Autonomous Driving using Deep Reinforcement Learning | Jun 20, 2019 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Application of linear regression method to the deep reinforcement learning in continuous action cases | Mar 19, 2025 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach | Oct 30, 2017 | Deep Reinforcement LearningPosition | CodeCode Available | 0 |
| d3rlpy: An Offline Deep Reinforcement Learning Library | Nov 6, 2021 | D4RLDeep Reinforcement Learning | CodeCode Available | 0 |
| Action Robust Reinforcement Learning and Applications in Continuous Control | Jan 26, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning | Jul 1, 2017 | Deep Reinforcement LearningGPU | CodeCode Available | 0 |
| CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization | Jan 29, 2025 | Adversarial RobustnessDeep Reinforcement Learning | CodeCode Available | 0 |
| Stabilizing reinforcement learning control: A modular framework for optimizing over all stable behavior | Oct 21, 2023 | AllDeep Reinforcement Learning | CodeCode Available | 0 |
| Grounding Language for Transfer in Deep Reinforcement Learning | Aug 1, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Variational Quantum Circuits for Deep Reinforcement Learning | Jun 30, 2019 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Group Equivariant Deep Reinforcement Learning | Jul 1, 2020 | Deep Reinforcement LearningInductive Bias | CodeCode Available | 0 |
| Graph-based State Representation for Deep Reinforcement Learning | Apr 29, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| A Hierarchical Approach to Population Training for Human-AI Collaboration | May 26, 2023 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| ROS2Learn: a reinforcement learning framework for ROS 2 | Mar 14, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| gTLO: A Generalized and Non-linear Multi-Objective Deep Reinforcement Learning Approach | Apr 11, 2022 | Deep Reinforcement LearningDeep-Sea Treasure, Image version | CodeCode Available | 0 |
| Guaranteeing Control Requirements via Reward Shaping in Reinforcement Learning | Nov 16, 2023 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 |
| Calibrated Model-Based Deep Reinforcement Learning | Jun 19, 2019 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| Stable Policy Optimization via Off-Policy Divergence Regularization | Mar 9, 2020 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Rotation, Translation, and Cropping for Zero-Shot Generalization | Jan 27, 2020 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| AgGym: An agricultural biotic stress simulation environment for ultra-precision management planning | Sep 1, 2024 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| Guided Deep Reinforcement Learning for Swarm Systems | Sep 18, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| StarCraft II: A New Challenge for Reinforcement Learning | Aug 16, 2017 | Deep Reinforcement LearningReal-Time Strategy Games | CodeCode Available | 0 |
| Deep Reinforcement Learning with Function Properties in Mean Reversion Strategies | Jan 9, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| General solutions for nonlinear differential equations: a rule-based self-learning approach using deep reinforcement learning | May 13, 2018 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents | May 22, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Mobility-aware Seamless Service Migration and Resource Allocation in Multi-edge IoV Systems | Mar 11, 2025 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 0 |
| Visualizing and Understanding Atari Agents | Oct 31, 2017 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Generalized Gaussian Temporal Difference Error for Uncertainty-aware Reinforcement Learning | Aug 5, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Generalized Adaptive Transfer Network: Enhancing Transfer Learning in Reinforcement Learning Across Domains | Jul 2, 2025 | Atari GamesChatbot | CodeCode Available | 0 |
| Deep Reinforcement Learning with Feedback-based Exploration | Mar 14, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Generalization through Simulation: Integrating Simulated and Real Data into Deep Reinforcement Learning for Vision-Based Autonomous Flight | Feb 11, 2019 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 0 |
| Cyclic Policy Distillation: Sample-Efficient Sim-to-Real Reinforcement Learning with Domain Randomization | Jul 29, 2022 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Action-Attentive Deep Reinforcement Learning for Autonomous Alignment of Beamlines | Nov 19, 2024 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Generalization in Text-based Games via Hierarchical Reinforcement Learning | Sep 21, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Variational Recurrent Models for Solving Partially Observable Control Tasks | Dec 23, 2019 | Deep Reinforcement LearningMemorization | CodeCode Available | 0 |
| Safe and Accelerated Deep Reinforcement Learning-based O-RAN Slicing: A Hybrid Transfer Learning Approach | Sep 13, 2023 | Deep Reinforcement LearningTransfer Learning | CodeCode Available | 0 |
| A Partially Supervised Reinforcement Learning Framework for Visual Active Search | Oct 15, 2023 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 0 |
| Action Advising with Advice Imitation in Deep Reinforcement Learning | Apr 17, 2021 | Atari GamesBehavioural cloning | CodeCode Available | 0 |
| Hardware Conditioned Policies for Multi-Robot Transfer Learning | Nov 24, 2018 | Deep Reinforcement LearningIndustrial Robots | CodeCode Available | 0 |
| Generalization and Regularization in DQN | Sep 29, 2018 | Atari GamesBenchmarking | CodeCode Available | 0 |
| Model-based deep reinforcement learning for accelerated learning from flow simulations | Feb 26, 2024 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Harnessing Structures for Value-Based Planning and Reinforcement Learning | Sep 26, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Curious Exploration and Return-based Memory Restoration for Deep Reinforcement Learning | May 2, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Safe and Reliable Training of Learning-Based Aerospace Controllers | Jul 9, 2024 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Classification with Costly Features in Hierarchical Deep Sets | Nov 20, 2019 | ClassificationClassification with Costly Features | CodeCode Available | 0 |
