| Benchmarking Perturbation-based Saliency Maps for Explaining Atari Agents | Jan 18, 2021 | Atari GamesBenchmarking | CodeCode Available | 0 |
| Illuminating Generalization in Deep Reinforcement Learning through Procedural Level Generation | Jun 28, 2018 | ClusteringDeep Reinforcement Learning | CodeCode Available | 0 |
| An Optical Control Environment for Benchmarking Reinforcement Learning Algorithms | Mar 23, 2022 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 0 |
| FGeo-DRL: Deductive Reasoning for Geometric Problems through Deep Reinforcement Learning | Feb 14, 2024 | AI AgentDeep Reinforcement Learning | CodeCode Available | 0 |
| Behavior-Guided Actor-Critic: Improving Exploration via Learning Policy Behavior Representation for Deep Reinforcement Learning | Apr 9, 2021 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| Image-based Guidance of Autonomous Aircraft for Wildfire Surveillance and Prediction | Oct 4, 2018 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| TreeQN and ATreeC: Differentiable Tree-Structured Models for Deep Reinforcement Learning | Oct 31, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Beating the World's Best at Super Smash Bros. with Deep Reinforcement Learning | Feb 21, 2017 | Atari GamesBoard Games | CodeCode Available | 0 |
| Adaptive Data Exploitation in Deep Reinforcement Learning | Jan 22, 2025 | Computational EfficiencyDeep Reinforcement Learning | CodeCode Available | 0 |
| Imagination-Augmented Agents for Deep Reinforcement Learning | Jul 19, 2017 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Beating Atari with Natural Language Guided Reinforcement Learning | Apr 18, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| A nonlinear hidden layer enables actor-critic agents to learn multiple paired association navigation | Jun 25, 2021 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Imitation from Observation: Learning to Imitate Behaviors from Raw Video via Context Translation | Jul 11, 2017 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Advanced deep-reinforcement-learning methods for flow control: group-invariant and positional-encoding networks improve learning speed and quality | Jul 25, 2024 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control | Mar 11, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Structured Control Nets for Deep Reinforcement Learning | Feb 22, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments | Sep 10, 2020 | Deep Reinforcement LearningExplainable artificial intelligence | CodeCode Available | 0 |
| Deep Reinforcement Learning in Continuous Action Spaces: a Case Study in the Game of Simulated Curling | Jul 1, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| FedSlate:A Federated Deep Reinforcement Learning Recommender System | Sep 23, 2024 | Deep Reinforcement LearningFederated Learning | CodeCode Available | 0 |
| FedMRL: Data Heterogeneity Aware Federated Multi-agent Deep Reinforcement Learning for Medical Imaging | Jul 8, 2024 | Deep Reinforcement LearningFairness | CodeCode Available | 0 |
| Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning | Apr 10, 2018 | Deep Reinforcement LearningImage Restoration | CodeCode Available | 0 |
| Unveiling the Decision-Making Process in Reinforcement Learning with Genetic Programming | Jul 20, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| AdsorbRL: Deep Multi-Objective Reinforcement Learning for Inverse Catalysts Design | Dec 4, 2023 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Implementing the Deep Q-Network | Nov 20, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Towards a more efficient computation of individual attribute and policy contribution for post-hoc explanation of cooperative multi-agent systems using Myerson values | Dec 6, 2022 | AttributeDeep Reinforcement Learning | CodeCode Available | 0 |
