| Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees | Jul 10, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Generalized Gaussian Temporal Difference Error for Uncertainty-aware Reinforcement Learning | Aug 5, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System | Aug 13, 2019 | Deep Reinforcement LearningQuestion Answering | CodeCode Available | 0 | 5 |
| Graph Attention-based Deep Reinforcement Learning for solving the Chinese Postman Problem with Load-dependent costs | Oct 24, 2023 | ARCDeep Reinforcement 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 |
| Analyzing Generalization in Policy Networks: A Case Study with the Double-Integrator System | Dec 16, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| A Deeper Look at Experience Replay | Dec 4, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Generalization and Regularization in DQN | Sep 29, 2018 | Atari GamesBenchmarking | CodeCode Available | 0 | 5 |
| Benchmarking Perturbation-based Saliency Maps for Explaining Atari Agents | Jan 18, 2021 | Atari GamesBenchmarking | CodeCode Available | 0 | 5 |
| Autoregressive Policies for Continuous Control Deep Reinforcement Learning | Mar 27, 2019 | continuous-controlContinuous Control | 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 |
| GAC: A Deep Reinforcement Learning Model Toward User Incentivization in Unknown Social Networks | Mar 17, 2022 | Deep Reinforcement Learningreinforcement-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 |
| Formally Verifying Deep Reinforcement Learning Controllers with Lyapunov Barrier Certificates | May 22, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Free-Lunch Saliency via Attention in Atari Agents | Aug 7, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Bridging the Gap Between Target Networks and Functional Regularization | Jun 4, 2021 | Deep Reinforcement LearningQ-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 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 |
| AI Safety Gridworlds | Nov 27, 2017 | Deep Reinforcement Learningreinforcement-learning | 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 |
| 3D Traffic Simulation for Autonomous Vehicles in Unity and Python | Oct 30, 2018 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Improving Exploration in Soft-Actor-Critic with Normalizing Flows Policies | Jun 6, 2019 | 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 |
| Improving Optimization Bounds using Machine Learning: Decision Diagrams meet Deep Reinforcement Learning | Sep 10, 2018 | BIG-bench Machine LearningCombinatorial Optimization | 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 |
