Intrinsic Dynamics-Driven Generalizable Scene Representations for Vision-Oriented Decision-Making Applications

30 May 2024

Papers citing "Intrinsic Dynamics-Driven Generalizable Scene Representations for Vision-Oriented Decision-Making Applications"

8 / 8 papers shown

Title
State Sequences Prediction via Fourier Transform for Representation Learning Mingxuan Ye Yufei Kuang Jie Wang Rui Yang Wen-gang Zhou Houqiang Li Feng Wu AI4TS 47 7 0 24 Oct 2023
Understanding Self-Predictive Learning for Reinforcement Learning Yunhao Tang Z. Guo Pierre Harvey Richemond Bernardo Avila-Pires Yash Chandak ... S. Thakoor Will Dabney Bilal Piot Daniele Calandriello Michal Valko SSL 69 29 0 06 Dec 2022
Learning Task-relevant Representations for Generalization via Characteristic Functions of Reward Sequence Distributions Rui Yang Jie Wang Zijie Geng Mingxuan Ye Shuiwang Ji Bin Li Fengli Wu OOD 53 20 0 20 May 2022
Towards Robust Bisimulation Metric Learning Mete Kemertas Tristan Aumentado-Armstrong OffRL 42 47 0 27 Oct 2021
Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning Rishabh Agarwal Marlos C. Machado Pablo Samuel Castro Marc G. Bellemare OffRL 76 166 0 13 Jan 2021
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels Ilya Kostrikov Denis Yarats Rob Fergus OffRL 78 784 0 28 Apr 2020
DeepMind Control Suite Yuval Tassa Yotam Doron Alistair Muldal Tom Erez Yazhe Li ... A. Abdolmaleki J. Merel Andrew Lefrancq Timothy Lillicrap Martin Riedmiller ELM LM&Ro BDL 117 1,121 0 02 Jan 2018
Metrics for Finite Markov Decision Processes N. Ferns Prakash Panangaden Doina Precup 74 321 0 11 Jul 2012