Object-Oriented Dynamics Predictor

25 May 2018

Papers citing "Object-Oriented Dynamics Predictor"

28 / 28 papers shown

Title
Human-Object Interaction with Vision-Language Model Guided Relative Movement Dynamics Zekai Deng Ye-ling Shi Kaiyang Ji Lan Xu Shaoli Huang Jingya Wang 55 0 0 24 Mar 2025
Learning Causal Dynamics Models in Object-Oriented Environments Zhongwei Yu Jingqing Ruan Dengpeng Xing 46 1 0 21 May 2024
Learning Physical Dynamics for Object-centric Visual Prediction Hui Xu Tao Chen Feng Xu OCL 40 0 0 15 Mar 2024
CG-HOI: Contact-Guided 3D Human-Object Interaction Generation Christian Diller Angela Dai 29 60 0 27 Nov 2023
InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion Sirui Xu Zhengyu Li Yu-Xiong Wang Liangyan Gui DiffM 41 112 0 31 Aug 2023
Dynamic-Resolution Model Learning for Object Pile Manipulation Yixuan Wang Yunzhu Li Katherine Driggs-Campbell Li Fei-Fei Jiajun Wu 32 19 0 29 Jun 2023
Learning Interpretable Models of Aircraft Handling Behaviour by Reinforcement Learning from Human Feedback Tom Bewley J. Lawry Arthur G. Richards 30 1 0 26 May 2023
PDSketch: Integrated Planning Domain Programming and Learning Jiayuan Mao Tomás Lozano-Pérez J. Tenenbaum L. Kaelbling 31 3 0 09 Mar 2023
Object-Category Aware Reinforcement Learning Qi Yi Rui Zhang Shaohui Peng Jiaming Guo Xingui Hu Zidong Du Xishan Zhang Qi Guo Yunji Chen CML LRM 25 6 0 13 Oct 2022
Reward Learning with Trees: Methods and Evaluation Tom Bewley J. Lawry Arthur G. Richards R. Craddock Ian Henderson 23 1 0 03 Oct 2022
Learning Multi-Object Dynamics with Compositional Neural Radiance Fields Danny Driess Zhiao Huang Yunzhu Li Russ Tedrake Marc Toussaint OCL AI4CE 116 85 0 24 Feb 2022
A Survey on Interpretable Reinforcement Learning Claire Glanois Paul Weng Matthieu Zimmer Dong Li Tianpei Yang Jianye Hao Wulong Liu OffRL 23 94 0 24 Dec 2021
Pretrained Encoders are All You Need Mina Khan P. Srivatsa Advait Rane Shriram Chenniappa Rishabh Anand Sherjil Ozair Pattie Maes SSL VLM 23 6 0 09 Jun 2021
Uncovering Closed-form Governing Equations of Nonlinear Dynamics from Videos Lele Luan Yang Liu Hao Sun PINN AI4CE 28 0 0 09 Jun 2021
Causal World Models by Unsupervised Deconfounding of Physical Dynamics Minne Li Girish A. Koushik Furui Liu Xu Chen Zhitang Chen Jun Wang SyDa CML 25 12 0 28 Dec 2020
Unsupervised object-centric video generation and decomposition in 3D Paul Henderson Christoph H. Lampert OCL 22 36 0 07 Jul 2020
Counterfactual Data Augmentation using Locally Factored Dynamics Silviu Pitis Elliot Creager Animesh Garg BDL OffRL 21 85 0 06 Jul 2020
Occlusion resistant learning of intuitive physics from videos Ronan Riochet Josef Sivic Ivan Laptev Emmanuel Dupoux PINN 24 6 0 30 Apr 2020
Transformation-based Adversarial Video Prediction on Large-Scale Data Pauline Luc Aidan Clark Sander Dieleman Diego de Las Casas Yotam Doron Albin Cassirer Karen Simonyan VGen 231 86 0 09 Mar 2020
Relevance-Guided Modeling of Object Dynamics for Reinforcement Learning William Agnew Pedro M. Domingos OffRL 31 3 0 03 Mar 2020
Zero-shot Policy Learning with Spatial Temporal RewardDecomposition on Contingency-aware Observation Huazhe Xu Boyuan Chen Yang Gao Trevor Darrell OffRL 10 2 0 17 Oct 2019
Unsupervised State Representation Learning in Atari Ankesh Anand Evan Racah Sherjil Ozair Yoshua Bengio Marc-Alexandre Côté R. Devon Hjelm SSL 41 254 0 19 Jun 2019
Physics-as-Inverse-Graphics: Unsupervised Physical Parameter Estimation from Video Miguel Jaques Michael G. Burke Timothy M. Hospedales VGen PINN 21 45 0 27 May 2019
Task-Agnostic Dynamics Priors for Deep Reinforcement Learning Yilun Du Karthik Narasimhan 19 33 0 13 May 2019
Object-Oriented Dynamics Learning through Multi-Level Abstraction Guangxiang Zhu Jianhao Wang Zhizhou Ren Zichuan Lin Chongjie Zhang AI4CE 32 5 0 16 Apr 2019
Joint Perception and Control as Inference with an Object-based Implementation Minne Li Zheng Tian Pranav Nashikkar Ian Davies Ying Wen Jun Wang 22 2 0 04 Mar 2019
A Compositional Object-Based Approach to Learning Physical Dynamics Michael Chang T. Ullman Antonio Torralba J. Tenenbaum AI4CE OCL 241 438 0 01 Dec 2016
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 280 1,401 0 01 Dec 2016