| Deep Reinforcement Learning with a Natural Language Action Space | Nov 14, 2015 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads | Jun 12, 2016 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Reinforcement Learning via Object-Centric Attention | Apr 3, 2025 | Deep Reinforcement LearningInductive Bias | CodeCode Available | 0 |
| Pretraining the Vision Transformer using self-supervised methods for vision based Deep Reinforcement Learning | Sep 22, 2022 | Atari GamesAtari Games 100k | CodeCode Available | 0 |
| Model-free and Bayesian Ensembling Model-based Deep Reinforcement Learning for Particle Accelerator Control Demonstrated on the FERMI FEL | Dec 17, 2020 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| Pre-training with Non-expert Human Demonstration for Deep Reinforcement Learning | Dec 21, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Pre-training with Synthetic Data Helps Offline Reinforcement Learning | Oct 1, 2023 | D4RLDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep reinforcement learning uncovers processes for separating azeotropic mixtures without prior knowledge | Oct 10, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Pretty darn good control: when are approximate solutions better than approximate models | Aug 25, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Hierarchical Decentralized Deep Reinforcement Learning Architecture for a Simulated Four-Legged Agent | Sep 21, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms | Jul 27, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Model-Free Episodic Control | Jun 14, 2016 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation | Apr 20, 2016 | Deep Reinforcement LearningMontezuma's Revenge | CodeCode Available | 0 |
| Principled Exploration via Optimistic Bootstrapping and Backward Induction | May 13, 2021 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| CUP: Critic-Guided Policy Reuse | Oct 15, 2022 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning that Matters | Sep 19, 2017 | Atari GamesContinuous Control | CodeCode Available | 0 |
| Analyzing Generalization in Policy Networks: A Case Study with the Double-Integrator System | Dec 16, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Model-free Quantum Gate Design and Calibration using Deep Reinforcement Learning | Feb 5, 2023 | Deep Reinforcement LearningModel free quantum gate design | CodeCode Available | 0 |
| Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning | Nov 19, 2019 | DecoderDeep Reinforcement Learning | CodeCode Available | 0 |
| Transfer of Deep Reactive Policies for MDP Planning | Oct 26, 2018 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning Radio Control and Signal Detection with KeRLym, a Gym RL Agent | May 30, 2016 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| XSS Adversarial Attacks Based on Deep Reinforcement Learning: A Replication and Extension Study | Feb 26, 2025 | Adversarial AttackDeep Reinforcement Learning | CodeCode Available | 0 |
| Hierarchical Meta Reinforcement Learning for Multi-Task Environments | Jan 1, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Solving Dynamic Principal-Agent Problems with a Rationally Inattentive Principal | Jan 18, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| CAD2RL: Real Single-Image Flight without a Single Real Image | Nov 13, 2016 | 3D geometryCollision Avoidance | CodeCode Available | 0 |
| GAC: A Deep Reinforcement Learning Model Toward User Incentivization in Unknown Social Networks | Mar 17, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Hierarchical Object Detection with Deep Reinforcement Learning | Nov 11, 2016 | Deep Reinforcement LearningObject | CodeCode Available | 0 |
| From Video Game to Real Robot: The Transfer between Action Spaces | May 2, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| From Static to Adaptive Defense: Federated Multi-Agent Deep Reinforcement Learning-Driven Moving Target Defense Against DoS Attacks in UAV Swarm Networks | Jun 9, 2025 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Statistical Context Detection for Deep Lifelong Reinforcement Learning | May 29, 2024 | Deep Reinforcement LearningLifelong learning | CodeCode Available | 0 |
| Safe, Efficient, and Comfortable Velocity Control based on Reinforcement Learning for Autonomous Driving | Jan 29, 2019 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| Universally Slimmable Networks and Improved Training Techniques | Mar 12, 2019 | Deep Reinforcement LearningImage Super-Resolution | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning for Swarm Confrontation with High Uncertainty | Jun 12, 2024 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Learning Multimodal AI Algorithms for Amplifying Limited User Input into High-dimensional Control Space | May 16, 2025 | Deep Reinforcement LearningIntent Detection | CodeCode Available | 0 |
| TinyQMIX: Distributed Access Control for mMTC via Multi-agent Reinforcement Learning | Nov 21, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Adaptive Power System Emergency Control using Deep Reinforcement Learning | Mar 9, 2019 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 0 |
| CrystalBox: Future-Based Explanations for Input-Driven Deep RL Systems | Feb 27, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Hierarchical Text Classification with Reinforced Label Assignment | Aug 27, 2019 | ClassificationDeep Reinforcement Learning | CodeCode Available | 0 |
| C-3PO: Cyclic-Three-Phase Optimization for Human-Robot Motion Retargeting based on Reinforcement Learning | Sep 25, 2019 | Deep Reinforcement Learningmotion retargeting | CodeCode Available | 0 |
| From Gameplay to Symbolic Reasoning: Learning SAT Solver Heuristics in the Style of Alpha(Go) Zero | Feb 14, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Agent Performing Autonomous Stock Trading under Good and Bad Situations | Jun 6, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning on a Budget: 3D Control and Reasoning Without a Supercomputer | Apr 3, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs | Jun 20, 2024 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Highly Parallelized Reinforcement Learning Training with Relaxed Assignment Dependencies | Feb 27, 2025 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Step-by-Step Guidance to Differential Anemia Diagnosis with Real-World Data and Deep Reinforcement Learning | Dec 3, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Free-Lunch Saliency via Attention in Atari Agents | Aug 7, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| High-Quality Diversification for Task-Oriented Dialogue Systems | Jun 2, 2021 | Conversational SearchDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning of Region Proposal Networks for Object Detection | Jun 1, 2018 | Deep Reinforcement LearningObject | CodeCode Available | 0 |
| Modern Deep Reinforcement Learning Algorithms | Jun 24, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Probabilistic Mixture-of-Experts for Efficient Deep Reinforcement Learning | Apr 19, 2021 | Deep Reinforcement LearningMixture-of-Experts | CodeCode Available | 0 |
