% Key papers for Imitation and skill learning (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{iclr2018_intrinsic_28619, title = {{Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2018}, url = {https://iclr.cc/virtual/2018/poster/146}, } @inproceedings{iclr2017_recurrent_28211, title = {{Recurrent Environment Simulators}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2017}, url = {https://openreview.net/forum?id=B1s6xvqlx}, } @inproceedings{cvpr2018_learning_13325, title = {{Learning to Look Around: Intelligently Exploring Unseen Environments for Unknown Tasks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Jayaraman_Learning_to_Look_CVPR_2018_paper.html}, } @inproceedings{cvpr2022_habitat_18985, title = {{Habitat-Web: Learning Embodied Object-Search Strategies From Human Demonstrations at Scale}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{iclr2020_environmental_29688, title = {{Environmental drivers of systematicity and generalization in a situated agent}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2020}, url = {https://openreview.net/forum?id=SklGryBtwr}, } @inproceedings{cvpr2018_multi_13403, title = {{Multi-Shot Pedestrian Re-Identification via Sequential Decision Making}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Zhang_Multi-Shot_Pedestrian_Re-Identification_CVPR_2018_paper.html}, } @inproceedings{cvpr2020_learning_15828, title = {{Learning to Simulate Dynamic Environments With GameGAN}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{neurips2019_learning_58527, title = {{Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/14502}, } @inproceedings{cvpr2024_subt_24911, title = {{SubT-MRS Dataset: Pushing SLAM Towards All-weather Environments}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31167}, } @inproceedings{iclr2017_learning_28360, title = {{Learning to Act by Predicting the Future}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2017}, url = {https://openreview.net/forum?id=rJLS7qKel}, } @inproceedings{icml2020_planning_38620, title = {{Planning to Explore via Self-Supervised World Models}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2020}, url = {https://icml.cc/virtual/2020/poster/6556}, } @inproceedings{icml2017_coordinated_36118, title = {{Coordinated Multi-Agent Imitation Learning}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2017}, url = {https://icml.cc/virtual/2017/poster/621}, } @inproceedings{iclr2018_active_28711, title = {{Active Neural Localization}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2018}, url = {https://iclr.cc/virtual/2018/poster/319}, } @inproceedings{iclr2020_making_29713, title = {{Making Efficient Use of Demonstrations to Solve Hard Exploration Problems}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2020}, url = {https://openreview.net/forum?id=SygKyeHKDH}, } @inproceedings{aaai2016_midca_105429, title = {{MIDCA: A Metacognitive, Integrated Dual-Cycle Architecture for Self-Regulated Autonomy}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2016}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/9886}, } @inproceedings{cvpr2018_learning_13286, title = {{Learning Intelligent Dialogs for Bounding Box Annotation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Konyushkova_Learning_Intelligent_Dialogs_CVPR_2018_paper.html}, } @inproceedings{neurips2020_online_60506, title = {{Online Bayesian Goal Inference for Boundedly Rational Planning Agents}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/17963}, } @inproceedings{aaai2016_goal_105350, title = {{Goal Recognition Design with Non-Observable Actions}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2016}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10403}, } @inproceedings{icml2018_been_36543, title = {{Been There, Done That: Meta-Learning with Episodic Recall}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2018}, url = {https://icml.cc/virtual/2018/poster/2252}, } @inproceedings{iclr2020_combining_29668, title = {{Combining Q-Learning and Search with Amortized Value Estimates}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2020}, url = {https://openreview.net/forum?id=SkeAaJrKDS}, } @inproceedings{cvpr2024_anyskill_22777, title = {{AnySkill: Learning Open-Vocabulary Physical Skill for Interactive Agents}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30520}, } @inproceedings{icml2024_robogen_44444, title = {{RoboGen: Towards Unleashing Infinite Data for Automated Robot Learning via Generative Simulation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34008}, } @inproceedings{cvpr2024_why_25284, title = {{Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30448}, } @inproceedings{aaai2024_task_7499, title = {{Task Planning for Object Rearrangement in Multi-Room Environments}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28902}, } @inproceedings{iclr2025_visualpredicator_82097, title = {{VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planning}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/29691}, } @inproceedings{aaai2024_goalnet_6092, title = {{GOALNET: Interleaving Neural Goal Predicate Inference with Classical Planning for Generalization in Robot Instruction Following}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29990}, } @inproceedings{aaai2025_discovering_8754, title = {{Discovering Conceptual Knowledge with Analytic Ontology Templates for Articulated Objects}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33609}, } @inproceedings{iclr2024_groot_35509, title = {{GROOT: Learning to Follow Instructions by Watching Gameplay Videos}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17564}, } @inproceedings{cvpr2025_optimus_27166, title = {{Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33982}, } @inproceedings{iclr2024_imitation_35295, title = {{Imitation Learning from Observation with Automatic Discount Scheduling}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17778}, } @inproceedings{icml2024_ad3_44740, title = {{AD3: Implicit Action is the Key for World Models to Distinguish the Diverse Visual Distractors}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33712}, } @inproceedings{icml2025_nbdi_46291, title = {{NBDI: A Simple and Effective Termination Condition for Skill Extraction from Task-Agnostic Demonstrations}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/46269}, } @inproceedings{icml2025_closed_47031, title = {{Closed-Loop Long-Horizon Robotic Planning via Equilibrium Sequence Modeling}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/45554}, } @inproceedings{icml2026_offline_49792, title = {{Offline Multi-agent Continual Cooperation via Skill Partition and Reuse}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=5kteupXJ7B}, } @inproceedings{icml2026_cinoc_52603, title = {{CINOC: Cardinality-Invariant Neural Operator Policies for Scalable PDE Control}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=XWYU5FTRxM}, } @inproceedings{icml2026_data_53416, title = {{Data Agent: Learning to Select Data via End-to-End Dynamic Optimization}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=fKe6zvEZEE}, } @inproceedings{neurips2024_learning_74282, title = {{Learning Formal Mathematics From Intrinsic Motivation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93276}, } @inproceedings{neurips2025_estimating_79081, title = {{Estimating cognitive biases with attention-aware inverse planning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=lNPo3FAMsl}, } @inproceedings{neurips2025_quantifying_79670, title = {{Quantifying Generalisation in Imitation Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=rf8c4zw9lO}, }