| SMiRL: Surprise Minimizing Reinforcement Learning in Unstable Environments | Dec 11, 2019 | Navigatereinforcement-learning | CodeCode Available | 0 | 5 |
| Surprise-Adaptive Intrinsic Motivation for Unsupervised Reinforcement Learning | May 27, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 | 5 |
| Unsupervised multi-latent space reinforcement learning framework for video summarization in ultrasound imaging | Sep 3, 2021 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Variational Intrinsic Control | Nov 22, 2016 | Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Exploration with Principles for Diverse AI Supervision | Oct 13, 2023 | Reinforcement Learning (RL)Unsupervised Reinforcement Learning | —Unverified | 0 | 0 |
| Machine Learning for Intelligent Authentication in 5G-and-Beyond Wireless Networks | Jun 30, 2019 | BIG-bench Machine LearningReinforcement Learning | —Unverified | 0 | 0 |
| EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model | Oct 2, 2022 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Curiosity & Entropy Driven Unsupervised RL in Multiple Environments | Jan 8, 2024 | Unsupervised Reinforcement Learning | —Unverified | 0 | 0 |
| Palm up: Playing in the Latent Manifold for Unsupervised Pretraining | Oct 19, 2022 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning | May 23, 2022 | Open-Ended Question Answeringreinforcement-learning | —Unverified | 0 | 0 |
| Constrained Ensemble Exploration for Unsupervised Skill Discovery | May 25, 2024 | Reinforcement Learning (RL)Unsupervised Reinforcement Learning | —Unverified | 0 | 0 |
| Rewardless Open-Ended Learning (ROEL) | Sep 29, 2021 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| CLIC: Curriculum Learning and Imitation for object Control in non-rewarding environments | Jan 28, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions | Oct 24, 2024 | DiversityInductive Bias | —Unverified | 0 | 0 |
| AutoQD: Automatic Discovery of Diverse Behaviors with Quality-Diversity Optimization | Jun 5, 2025 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| A Framework for Provably Stable and Consistent Training of Deep Feedforward Networks | May 20, 2023 | Q-Learningreinforcement-learning | —Unverified | 0 | 0 |
| SMiRL: Surprise Minimizing RL in Entropic Environments | Sep 25, 2019 | Unsupervised Pre-trainingUnsupervised Reinforcement Learning | —Unverified | 0 | 0 |
| Variational Intrinsic Control Revisited | Oct 7, 2020 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Augmenting Unsupervised Reinforcement Learning with Self-Reference | Nov 16, 2023 | Attributereinforcement-learning | —Unverified | 0 | 0 |
| Unsupervised Discovery of Continuous Skills on a Sphere | May 21, 2023 | MuJoCoUnsupervised Reinforcement Learning | —Unverified | 0 | 0 |
| Unsupervised Domain Adaptation with Dynamics-Aware Rewards in Reinforcement Learning | Oct 25, 2021 | Domain Adaptationreinforcement-learning | —Unverified | 0 | 0 |
| APS: Active Pretraining with Successor Features | Aug 31, 2021 | Unsupervised Reinforcement Learning | —Unverified | 0 | 0 |
| Wasserstein Unsupervised Reinforcement Learning | Oct 15, 2021 | Hierarchical Reinforcement LearningMuJoCo | —Unverified | 0 | 0 |
| Unsupervised Reinforcement Learning for Transferable Manipulation Skill Discovery | Apr 29, 2022 | reinforcement-learningReinforcement Learning | —Unverified | 0 | 0 |
| Task Adaptation from Skills: Information Geometry, Disentanglement, and New Objectives for Unsupervised Reinforcement Learning | Jun 12, 2025 | DisentanglementDiversity | —Unverified | 0 | 0 |
