| Dealing with Sparse Rewards in Continuous Control Robotics via Heavy-Tailed Policies | Jun 12, 2022 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Decorrelated Double Q-learning | Jun 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Deep exploration by novelty-pursuit with maximum state entropy | Sep 25, 2019 | Efficient ExplorationMuJoCo | —Unverified | 0 | 0 |
| Deep Reinforcement Learning for Dexterous Manipulation with Concept Networks | Sep 20, 2017 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 | 0 |
| DeepSafeMPC: Deep Learning-Based Model Predictive Control for Safe Multi-Agent Reinforcement Learning | Mar 11, 2024 | Model Predictive ControlMuJoCo | —Unverified | 0 | 0 |
| Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online | Nov 19, 2019 | Continual Learningcontinuous-control | —Unverified | 0 | 0 |
| DEER: A Delay-Resilient Framework for Reinforcement Learning with Variable Delays | Jun 5, 2024 | MuJoCoReinforcement Learning (RL) | —Unverified | 0 | 0 |
| DEFENDER: DTW-Based Episode Filtering Using Demonstrations for Enhancing RL Safety | May 8, 2023 | MuJoCo | —Unverified | 0 | 0 |
| Delay-Adapted Policy Optimization and Improved Regret for Adversarial MDP with Delayed Bandit Feedback | May 13, 2023 | MuJoCoReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Detecting and Mitigating Reward Hacking in Reinforcement Learning Systems: A Comprehensive Empirical Study | Jul 8, 2025 | MuJoCoRecommendation Systems | —Unverified | 0 | 0 |
| DexDLO: Learning Goal-Conditioned Dexterous Policy for Dynamic Manipulation of Deformable Linear Objects | Dec 23, 2023 | MuJoCoPosition | —Unverified | 0 | 0 |
| DIDA: Denoised Imitation Learning based on Domain Adaptation | Apr 4, 2024 | Domain AdaptationImitation Learning | —Unverified | 0 | 0 |
| Disentangling Dynamics and Returns: Value Function Decomposition with Future Prediction | May 27, 2019 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| DisTop: Discovering a Topological representation to learn diverse and rewarding skills | Jun 6, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Distributional Decision Transformer for Hindsight Information Matching | Sep 29, 2021 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Distributionally Robust Statistical Verification with Imprecise Neural Networks | Aug 28, 2023 | Active LearningMuJoCo | —Unverified | 0 | 0 |
| Diverse Imitation Learning via Self-OrganizingGenerative Models | Sep 29, 2021 | Imitation LearningMuJoCo | —Unverified | 0 | 0 |
| dm_control: Software and Tasks for Continuous Control | Jun 22, 2020 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| DMFC-GraspNet: Differentiable Multi-Fingered Robotic Grasp Generation in Cluttered Scenes | Aug 1, 2023 | Computational EfficiencyGrasp Generation | —Unverified | 0 | 0 |
| Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation | Apr 14, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| DropoutDAgger: A Bayesian Approach to Safe Imitation Learning | Sep 18, 2017 | Imitation LearningMuJoCo | —Unverified | 0 | 0 |
| Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization | Sep 1, 2022 | Bayesian InferenceKnowledge Distillation | —Unverified | 0 | 0 |
| Effects of sparse rewards of different magnitudes in the speed of learning of model-based actor critic methods | Jan 18, 2020 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 | 0 |
| Efficient Diversity-based Experience Replay for Deep Reinforcement Learning | Oct 27, 2024 | Atari GamesDecision Making | —Unverified | 0 | 0 |
| Efficiently Training On-Policy Actor-Critic Networks in Robotic Deep Reinforcement Learning with Demonstration-like Sampled Exploration | Sep 27, 2021 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 | 0 |
| Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling | Oct 7, 2024 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| ELSIM: End-to-end learning of reusable skills through intrinsic motivation | Jun 23, 2020 | Developmental LearningMuJoCo | —Unverified | 0 | 0 |
| Enhanced DACER Algorithm with High Diffusion Efficiency | May 29, 2025 | DenoisingImitation Learning | —Unverified | 0 | 0 |
| EnsembleDAgger: A Bayesian Approach to Safe Imitation Learning | Jul 22, 2018 | Imitation LearningMuJoCo | —Unverified | 0 | 0 |
| Entropy Augmented Reinforcement Learning | Aug 19, 2022 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 | 0 |
| Episodic Reinforcement Learning with Expanded State-reward Space | Jan 19, 2024 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-RL | May 14, 2021 | Inductive BiasMeta Reinforcement Learning | —Unverified | 0 | 0 |
| Evaluating Robustness of Cooperative MARL | Sep 29, 2021 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Evolutionary Strategy Guided Reinforcement Learning via MultiBuffer Communication | Jun 20, 2023 | Deep Reinforcement LearningEvolutionary Algorithms | —Unverified | 0 | 0 |
| Evolving Rewards to Automate Reinforcement Learning | May 18, 2019 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Expected Policy Gradients | Jun 15, 2017 | MuJoCoReinforcement Learning | —Unverified | 0 | 0 |
| A Tractable Inference Perspective of Offline RL | Oct 31, 2023 | MuJoCoOffline RL | —Unverified | 0 | 0 |
| Extrinsicaly Rewarded Soft Q Imitation Learning with Discriminator | Jan 30, 2024 | Imitation LearningMuJoCo | —Unverified | 0 | 0 |
| Fast Adaptation to New Environments via Policy-Dynamics Value Functions | Jan 1, 2020 | MuJoCo | —Unverified | 0 | 0 |
| Fast Convergence of Softmax Policy Mirror Ascent | Nov 18, 2024 | MuJoCo | —Unverified | 0 | 0 |
| FastTD3: Simple, Fast, and Capable Reinforcement Learning for Humanoid Control | May 28, 2025 | GPUHumanoid Control | —Unverified | 0 | 0 |
| Feasible Adversarial Robust Reinforcement Learning for Underspecified Environments | Jul 19, 2022 | MuJoCoreinforcement-learning | —Unverified | 0 | 0 |
| Fight fire with fire: countering bad shortcuts in imitation learning with good shortcuts | Sep 29, 2021 | Autonomous Drivingcontinuous-control | —Unverified | 0 | 0 |
| Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming | Jun 22, 2022 | Autonomous DrivingClassification | —Unverified | 0 | 0 |
| Fine-Tuning Offline Reinforcement Learning with Model-Based Policy Optimization | Jan 1, 2021 | D4RLMuJoCo | —Unverified | 0 | 0 |
| First Go, then Post-Explore: the Benefits of Post-Exploration in Intrinsic Motivation | Dec 6, 2022 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Follow the Object: Curriculum Learning for Manipulation Tasks with Imagined Goals | Aug 5, 2020 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 | 0 |
| Formal Language Constrained Markov Decision Processes | Jan 1, 2021 | MuJoCo | —Unverified | 0 | 0 |
| FP3O: Enabling Proximal Policy Optimization in Multi-Agent Cooperation with Parameter-Sharing Versatility | Oct 8, 2023 | MuJoCoMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| From proprioception to long-horizon planning in novel environments: A hierarchical RL model | Jun 11, 2020 | Efficient ExplorationModel Predictive Control | —Unverified | 0 | 0 |