Hypernetworks in Meta-Reinforcement Learning

20 October 2022

Papers citing "Hypernetworks in Meta-Reinforcement Learning"

22 / 22 papers shown

Title
Uncertainty quantification of neural network models of evolving processes via Langevin sampling C. Safta Reese E. Jones Ravi G. Patel Raelynn Wonnacot Dan S. Bolintineanu Craig M. Hamel S. Kramer BDL 31 0 0 21 Apr 2025
HyperCLIP: Adapting Vision-Language models with Hypernetworks Victor Akinwande Mohammad Sadegh Norouzzadeh Devin Willmott Anna Bair Madan Ravi Ganesh J. Zico Kolter CLIP VLM 84 0 0 21 Dec 2024
StreamAdapter: Efficient Test Time Adaptation from Contextual Streams Dilxat Muhtar Yelong Shen Y. Yang Xiaodong Liu Yadong Lu ... Feng Sun Xueliang Zhang Jianfeng Gao Weizhu Chen Qi Zhang TTA 62 0 0 14 Nov 2024
Neuromodulated Meta-Learning Jingyao Wang Huijie Guo Wenwen Qiang Jiangmeng Li Changwen Zheng Hui Xiong Gang Hua 59 0 0 11 Nov 2024
Enhancing Diversity in Bayesian Deep Learning via Hyperspherical Energy Minimization of CKA David Smerkous Qinxun Bai Fuxin Li BDL 21 0 0 31 Oct 2024
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning Yiqin Lv Qi Wang Dong Liang Zheng Xie 36 2 0 30 Oct 2024
Personalizing Federated Instrument Segmentation with Visual Trait Priors in Robotic Surgery Jialang Xu Jiacheng Wang Lequan Yu Danail Stoyanov Yueming Jin E. Mazomenos 24 1 0 06 Aug 2024
Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion Yongyuan Liang Tingqiang Xu Kaizhe Hu Guangqi Jiang Furong Huang Huazhe Xu LM&Ro VGen DiffM 45 2 0 15 Jul 2024
Learning Pareto Set for Multi-Objective Continuous Robot Control Tianye Shu Ke Shang Cheng Gong Yang Nan H. Ishibuchi 27 2 0 27 Jun 2024
SplAgger: Split Aggregation for Meta-Reinforcement Learning Jacob Beck Matthew Jackson Risto Vuorio Zheng Xiong Shimon Whiteson OffRL 19 2 0 05 Mar 2024
Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies Michael Beukman Devon Jarvis Richard Klein Steven D. James Benjamin Rosman 22 10 0 25 Oct 2023
Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design Matthew Jackson Minqi Jiang Jack Parker-Holder Risto Vuorio Chris Xiaoxuan Lu Gregory Farquhar Shimon Whiteson Jakob N. Foerster OOD 11 9 0 04 Oct 2023
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm Qi Wang Yiqin Lv Yanghe Feng Zheng Xie Jincai Huang 17 9 0 01 Oct 2023
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL Jacob Beck Risto Vuorio Zheng Xiong Shimon Whiteson 27 9 0 26 Sep 2023
Policy Stitching: Learning Transferable Robot Policies Pingcheng Jian Easop Lee Zachary I. Bell Michael M. Zavlanos Boyuan Chen OffRL 27 8 0 24 Sep 2023
RL $^3$ : Boosting Meta Reinforcement Learning via RL inside RL $^2$ Abhinav Bhatia Samer B. Nashed S. Zilberstein OffRL 17 0 0 28 Jun 2023
Partial Hypernetworks for Continual Learning Hamed Hemati Vincenzo Lomonaco D. Bacciu Damian Borth CLL 11 7 0 19 Jun 2023
Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork Yonggang Jin Chenxu Wang Tianyu Zheng Liuyu Xiang Yao-Chun Yang Junge Zhang Jie Fu Zhaofeng He 3DH 27 0 0 19 Jun 2023
A Brief Review of Hypernetworks in Deep Learning Vinod Kumar Chauhan Jiandong Zhou Ping Lu Soheila Molaei David A. Clifton 25 93 0 12 Jun 2023
Universal Morphology Control via Contextual Modulation Zheng Xiong Jacob Beck Shimon Whiteson 19 12 0 22 Feb 2023
A Survey of Meta-Reinforcement Learning Jacob Beck Risto Vuorio E. Liu Zheng Xiong L. Zintgraf Chelsea Finn Shimon Whiteson OOD OffRL 34 121 0 19 Jan 2023
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 260 11,677 0 09 Mar 2017