% Key papers for Dexterous manipulation transfer (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{neurips2019_learning_58473, title = {{Learning Data Manipulation for Augmentation and Weighting}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/14463}, } @inproceedings{neurips2021_isaac_62832, title = {{Isaac Gym: High Performance GPU Based Physics Simulation For Robot Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://openreview.net/forum?id=fgFBtYgJQX_}, } @inproceedings{cvpr2024_hierarchical_23698, title = {{Hierarchical Diffusion Policy for Kinematics-Aware Multi-Task Robotic Manipulation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29288}, } @inproceedings{neurips2020_residual_60708, title = {{Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/16894}, } @inproceedings{aaai2018_from_103409, title = {{From Virtual Demonstration to Real-World Manipulation Using LSTM and MDN}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/12099}, } @inproceedings{iclr2021_causalworld_30323, title = {{CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2021}, url = {https://iclr.cc/virtual/2021/poster/2579}, } @inproceedings{neurips2022_towards_64319, title = {{Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55669}, } @inproceedings{aaai2019_mirroring_103384, title = {{Mirroring without Overimitation: Learning Functionally Equivalent Manipulation Actions}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4804}, } @inproceedings{neurips2021_brax_62372, title = {{Brax - A Differentiable Physics Engine for Large Scale Rigid Body Simulation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://openreview.net/forum?id=VdvDlnnjzIN}, } @inproceedings{aaai2025_flowpolicy_9212, title = {{FlowPolicy: Enabling Fast and Robust 3D Flow-Based Policy via Consistency Flow Matching for Robot Manipulation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33617}, } @inproceedings{iclr2020_discovering_29834, title = {{Discovering Motor Programs by Recomposing Demonstrations}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2020}, url = {https://openreview.net/forum?id=rkgHY0NYwr}, } @inproceedings{neurips2021_evolution_63059, title = {{Evolution Gym: A Large-Scale Benchmark for Evolving Soft Robots}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/26022}, } @inproceedings{iclr2021_plasticinelab_30746, title = {{PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2021}, url = {https://iclr.cc/virtual/2021/poster/2981}, } @inproceedings{icml2020_comic_38018, title = {{CoMic: Complementary Task Learning \& Mimicry for Reusable Skills}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2020}, url = {https://icml.cc/virtual/2020/poster/6587}, } @inproceedings{cvpr2025_intermimic_26642, title = {{InterMimic: Towards Universal Whole-Body Control for Physics-Based Human-Object Interactions}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33421}, } @inproceedings{cvpr2025_maniptrans_26922, title = {{ManipTrans: Efficient Dexterous Bimanual Manipulation Transfer via Residual Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32548}, } @inproceedings{neurips2020_deep_59654, title = {{Deep Imitation Learning for Bimanual Robotic Manipulation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/17533}, } @inproceedings{iclr2022_diffskill_31153, title = {{DiffSkill: Skill Abstraction from Differentiable Physics for Deformable Object Manipulations with Tools}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2022}, url = {https://iclr.cc/virtual/2022/poster/6554}, } @inproceedings{neurips2024_scar_72190, title = {{SCaR: Refining Skill Chaining for Long-Horizon Robotic Manipulation via Dual Regularization}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95151}, } @inproceedings{cvpr2025_skillmimic_27689, title = {{SkillMimic: Learning Basketball Interaction Skills from Demonstrations}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34791}, } @inproceedings{neurips2025_compliant_78259, title = {{Compliant Residual DAgger: Improving Real-World Contact-Rich Manipulation with Human Corrections}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=cjcm5LYVWm}, } @inproceedings{iclr2024_universal_34347, title = {{Universal Humanoid Motion Representations for Physics-Based Control}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18728}, } @inproceedings{iclr2024_entity_35488, title = {{Entity-Centric Reinforcement Learning for Object Manipulation from Pixels}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17585}, } @inproceedings{icml2024_chain_43660, title = {{Chain-of-Thought Predictive Control}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34792}, } @inproceedings{aaai2026_dexterous_106567, title = {{Dexterous Manipulation Transfer via Progressive Kinematic-Dynamic Alignment}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38874}, } @inproceedings{aaai2026_actor_106630, title = {{Actor-Critic for Continuous Action Chunks: A Reinforcement Learning Framework for Long-Horizon Robotic Manipulation with Sparse Reward}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38937}, } @inproceedings{aaai2026_learning_107775, title = {{Learning Diverse Bimanual Dexterous Manipulation Skills from Human Demonstrations}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/40127}, } @inproceedings{iclr2024_corn_34174, title = {{CORN: Contact-based Object Representation for Nonprehensile Manipulation of General Unseen Objects}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18901}, } @inproceedings{iclr2024_dittogym_34267, title = {{DittoGym: Learning to Control Soft Shape-Shifting Robots}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18808}, } @inproceedings{iclr2024_crossloco_34544, title = {{CrossLoco: Human Motion Driven Control of Legged Robots via Guided Unsupervised Reinforcement Learning}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18530}, } @inproceedings{neurips2024_garmentlab_72914, title = {{GarmentLab: A Unified Simulation and Benchmark for Garment Manipulation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94497}, } @inproceedings{neurips2024_shared_73809, title = {{Shared Autonomy with IDA: Interventional Diffusion Assistance}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93699}, } @inproceedings{neurips2025_kungfubot_76615, title = {{KungfuBot: Physics-Based Humanoid Whole-Body Control for Learning Highly-Dynamic Skills}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=LCPoXt0pzm}, } @inproceedings{neurips2025_freqpolicy_76792, title = {{FreqPolicy: Frequency Autoregressive Visuomotor Policy with Continuous Tokens}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=N3UNXzWRRG}, }