| Global Rewards in Multi-Agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems | Dec 14, 2023 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning using Genetic Algorithm for Parameter Optimization | Feb 19, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Average AoI Minimization for Energy Harvesting Relay-aided Status Update Network Using Deep Reinforcement Learning | Jun 2, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| AVARS -- Alleviating Unexpected Urban Road Traffic Congestion using UAVs | Sep 10, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees | Jul 10, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Generative Market Equilibrium Models with Stable Adversarial Learning via Reinforcement | Apr 5, 2025 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization | May 22, 2025 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Generalized Gaussian Temporal Difference Error for Uncertainty-aware Reinforcement Learning | Aug 5, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Benchmarking Perturbation-based Saliency Maps for Explaining Atari Agents | Jan 18, 2021 | Atari GamesBenchmarking | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Generalization in Text-based Games via Hierarchical Reinforcement Learning | Sep 21, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Generalized Adaptive Transfer Network: Enhancing Transfer Learning in Reinforcement Learning Across Domains | Jul 2, 2025 | Atari GamesChatbot | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning | Nov 19, 2019 | DecoderDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Improving Environment Robustness of Deep Reinforcement Learning Approaches for Autonomous Racing Using Bayesian Optimization-based Curriculum Learning | Dec 16, 2023 | Autonomous DrivingAutonomous Racing | CodeCode Available | 0 | 5 |
| Bridging the Gap Between Target Networks and Functional Regularization | Jun 4, 2021 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| Analyzing Generalization in Policy Networks: A Case Study with the Double-Integrator System | Dec 16, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Autoregressive Policies for Continuous Control Deep Reinforcement Learning | Mar 27, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Generalization and Regularization in DQN | Sep 29, 2018 | Atari GamesBenchmarking | CodeCode Available | 0 | 5 |
| Improving Policy Optimization with Generalist-Specialist Learning | Jun 26, 2022 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 | 5 |
| In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal Specifications | Oct 18, 2021 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Generating a Graph Colouring Heuristic with Deep Q-Learning and Graph Neural Networks | Apr 8, 2023 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| GAC: A Deep Reinforcement Learning Model Toward User Incentivization in Unknown Social Networks | Mar 17, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Influence-aware Memory Architectures for Deep Reinforcement Learning | Nov 18, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Information-Directed Exploration for Deep Reinforcement Learning | Dec 18, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Information-Driven Adaptive Sensing Based on Deep Reinforcement Learning | Oct 8, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Adaptive Sensor Steering Strategy Using Deep Reinforcement Learning for Dynamic Data Acquisition in Digital Twins | Apr 14, 2025 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| 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 | 5 |
| AI Safety Gridworlds | Nov 27, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| From Video Game to Real Robot: The Transfer between Action Spaces | May 2, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 | 5 |
| 3D Traffic Simulation for Autonomous Vehicles in Unity and Python | Oct 30, 2018 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Intelligent Traffic Light via Policy-based Deep Reinforcement Learning | Dec 27, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Black box meta-learning intrinsic rewards for sparse-reward environments | Jul 31, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Generative Actor-Critic: An Off-policy Algorithm Using the Push-forward Model | May 8, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Grounding Language for Transfer in Deep Reinforcement Learning | Aug 1, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Weak Human Preference Supervision For Deep Reinforcement Learning | Jul 25, 2020 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 | 5 |
| Flight Controller Synthesis Via Deep Reinforcement Learning | Sep 14, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Blood Glucose Level Prediction in Type 1 Diabetes Using Machine Learning | Jan 30, 2025 | Deep Reinforcement LearningManagement | CodeCode Available | 0 | 5 |
| ForestProtector: An IoT Architecture Integrating Machine Vision and Deep Reinforcement Learning for Efficient Wildfire Monitoring | Jan 17, 2025 | Deep Reinforcement LearningFire Detection | CodeCode Available | 0 | 5 |
| AI Olympics challenge with Evolutionary Soft Actor Critic | Sep 2, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Inverse reinforcement learning for video games | Oct 24, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial Masks | Jul 27, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| A Critical Investigation of Deep Reinforcement Learning for Navigation | Feb 7, 2018 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 | 5 |
| Flexible Option Learning | Dec 6, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| MAP Propagation Algorithm: Faster Learning with a Team of Reinforcement Learning Agents | Oct 15, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Autonomous Navigation via Deep Reinforcement Learning for Resource Constraint Edge Nodes using Transfer Learning | Oct 12, 2019 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| On the Expressivity of Neural Networks for Deep Reinforcement Learning | Oct 14, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 | 5 |
| Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games | May 1, 2022 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 | 5 |
| Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning | May 10, 2019 | Deep Reinforcement LearningManagement | CodeCode Available | 0 | 5 |
