Recomposing the Reinforcement Learning Building Blocks with Hypernetworks

12 June 2021

Papers citing "Recomposing the Reinforcement Learning Building Blocks with Hypernetworks"

21 / 21 papers shown

Title
Hypernetwork-based approach for optimal composition design in partially controlled multi-agent systems Kyeonghyeon Park David Molina Concha Hyun-Rok Lee Chi-Guhn Lee Taesik Lee 70 0 0 18 Feb 2025
Learning a Diffusion Model Policy from Rewards via Q-Score Matching Michael Psenka Alejandro Escontrela Pieter Abbeel Yi-An Ma DiffM 91 23 0 17 Feb 2025
Task-Aware Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning Ziqing Fan Shengchao Hu Yuhang Zhou Li Shen Ya-Qin Zhang Yanfeng Wang Dacheng Tao OffRL 36 0 0 02 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
Learning Pareto Set for Multi-Objective Continuous Robot Control Tianye Shu Ke Shang Cheng Gong Yang Nan H. Ishibuchi 29 2 0 27 Jun 2024
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control Zheng Xiong Risto Vuorio Jacob Beck Matthieu Zimmer Kun Shao Shimon Whiteson 36 1 0 09 Feb 2024
Parameterized Projected Bellman Operator Th´eo Vincent Alberto Maria Metelli Boris Belousov Jan Peters Marcello Restelli Carlo DÉramo 28 3 0 20 Dec 2023
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression Jiaming Guo Rui Zhang Shaohui Peng Qi Yi Xingui Hu ... Zidong Du Xishan Zhang Ling Li Qi Guo Yunji Chen OffRL 22 5 0 02 Nov 2023
Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies Michael Beukman Devon Jarvis Richard Klein Steven D. James Benjamin Rosman 24 10 0 25 Oct 2023
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL Jacob Beck Risto Vuorio Zheng Xiong Shimon Whiteson 29 9 0 26 Sep 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 25 12 0 22 Feb 2023
Population-size-Aware Policy Optimization for Mean-Field Games Pengdeng Li Xinrun Wang Shuxin Li Hau Chan Bo An 18 2 0 07 Feb 2023
Hypernetworks for Zero-shot Transfer in Reinforcement Learning S. Rezaei-Shoshtari Charlotte Morissette F. Hogan Gregory Dudek D. Meger OffRL 17 14 0 28 Nov 2022
PaCo: Parameter-Compositional Multi-Task Reinforcement Learning Lingfeng Sun Haichao Zhang Wei-ping Xu M. Tomizuka MoE 11 36 0 21 Oct 2022
Hypernetworks in Meta-Reinforcement Learning Jacob Beck Matthew Jackson Risto Vuorio Shimon Whiteson OffRL 21 30 0 20 Oct 2022
Meta-Learning over Time for Destination Prediction Tasks M. Tenzer Z. Rasheed Khurram Hassan-Shafique Nuno Vasconcelos AI4TS 17 6 0 29 Jun 2022
Controllable Dynamic Multi-Task Architectures Dripta S. Raychaudhuri Yumin Suh S. Schulter Xiang Yu M. Faraki A. Roy-Chowdhury Manmohan Chandraker 21 32 0 28 Mar 2022
Meta-Reinforcement Learning with Self-Modifying Networks Mathieu Chalvidal Thomas Serre Rufin VanRullen KELM 17 5 0 04 Feb 2022
D2RL: Deep Dense Architectures in Reinforcement Learning Samarth Sinha Homanga Bharadhwaj A. Srinivas Animesh Garg OffRL AI4CE 48 56 0 19 Oct 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 329 11,681 0 09 Mar 2017