Self-supervised Pretraining for Decision Foundation Model: Formulation, Pipeline and Challenges

29 December 2023

Papers citing "Self-supervised Pretraining for Decision Foundation Model: Formulation, Pipeline and Challenges"

5 / 5 papers shown

Title
Pretraining Decision Transformers with Reward Prediction for In-Context Multi-task Structured Bandit Learning Subhojyoti Mukherjee Josiah P. Hanna Qiaomin Xie Robert Nowak 58 2 0 07 Jun 2024
Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning Mingyang Wang Zhenshan Bing Xiangtong Yao Shuai Wang Hang Su Chenguang Yang Kai Huang Alois C. Knoll SSL OOD 42 15 0 29 Apr 2023
RePreM: Representation Pre-training with Masked Model for Reinforcement Learning Yuanying Cai Chuheng Zhang Wei Shen Xuyun Zhang Wenjie Ruan Longbo Huang OffRL 26 4 0 03 Mar 2023
Decoupling Representation Learning from Reinforcement Learning Adam Stooke Kimin Lee Pieter Abbeel Michael Laskin SSL DRL 261 337 0 14 Sep 2020
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,944 0 04 May 2020