暂无分享,去创建一个
Honglak Lee | Richard L. Lewis | Kimin Lee | Satinder Singh | Wilka Carvalho | Sungryull Sohn | Anthony Liang
[1] Ali Farhadi,et al. Visual Semantic Planning Using Deep Successor Representations , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[2] Shane Legg,et al. Human-level control through deep reinforcement learning , 2015, Nature.
[3] Ali Farhadi,et al. IQA: Visual Question Answering in Interactive Environments , 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.
[4] Yuting Zhang,et al. Learning to Disentangle Factors of Variation with Manifold Interaction , 2014, ICML.
[5] Elise van der Pol,et al. Contrastive Learning of Structured World Models , 2020, ICLR.
[6] David Warde-Farley,et al. Unsupervised Control Through Non-Parametric Discriminative Rewards , 2018, ICLR.
[7] Jiajun Wu,et al. Entity Abstraction in Visual Model-Based Reinforcement Learning , 2019, CoRL.
[8] Roozbeh Mottaghi,et al. ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks , 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[9] Alexander Lerchner,et al. COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration , 2019, ArXiv.
[10] Ali Farhadi,et al. Two Body Problem: Collaborative Visual Task Completion , 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[11] Jan Peters,et al. Learning robot in-hand manipulation with tactile features , 2015, 2015 IEEE-RAS 15th International Conference on Humanoid Robots (Humanoids).
[12] Ioannis Ch. Paschalidis,et al. Learning parametric policies and transition probability models of markov decision processes from data , 2020, Eur. J. Control.
[13] Razvan Pascanu,et al. Relational Deep Reinforcement Learning , 2018, ArXiv.
[14] Mikhail Khodak,et al. A Theoretical Analysis of Contrastive Unsupervised Representation Learning , 2019, ICML.
[15] Kaiming He,et al. Momentum Contrast for Unsupervised Visual Representation Learning , 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
[16] Eduardo F. Morales,et al. Relational Reinforcement Learning with Continuous Actions by Combining Behavioural Cloning and Locally Weighted Regression , 2010, J. Intell. Learn. Syst. Appl..
[17] Lukasz Kaiser,et al. Attention is All you Need , 2017, NIPS.
[18] Kihyuk Sohn,et al. Improved Deep Metric Learning with Multi-class N-pair Loss Objective , 2016, NIPS.
[19] Christopher Burgess,et al. beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework , 2016, ICLR 2016.
[20] Honglak Lee,et al. Action-Conditional Video Prediction using Deep Networks in Atari Games , 2015, NIPS.
[21] David Silver,et al. Deep Reinforcement Learning with Double Q-Learning , 2015, AAAI.
[22] Ali Farhadi,et al. AI2-THOR: An Interactive 3D Environment for Visual AI , 2017, ArXiv.
[23] Honglak Lee,et al. Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning , 2017, ICML.
[24] Pierre Sermanet,et al. Online Object Representations with Contrastive Learning , 2019, ArXiv.
[25] Oriol Vinyals,et al. Representation Learning with Contrastive Predictive Coding , 2018, ArXiv.
[26] Abhinav Gupta,et al. Object-centric Forward Modeling for Model Predictive Control , 2019, CoRL.