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Do Transformer World Models Give Better Policy Gradients?

Do Transformer World Models Give Better Policy Gradients?

7 February 2024
Michel Ma
Tianwei Ni
Clement Gehring
P. DÓro
Pierre-Luc Bacon
ArXivPDFHTML

Papers citing "Do Transformer World Models Give Better Policy Gradients?"

3 / 3 papers shown
Title
DMWM: Dual-Mind World Model with Long-Term Imagination
DMWM: Dual-Mind World Model with Long-Term Imagination
Lingyi Wang
Rashed Shelim
Walid Saad
Naren Ramakrishnan
LRM
68
1
0
11 Feb 2025
Structured State Space Models for In-Context Reinforcement Learning
Structured State Space Models for In-Context Reinforcement Learning
Chris Xiaoxuan Lu
Yannick Schroecker
Albert Gu
Emilio Parisotto
Jakob N. Foerster
Satinder Singh
Feryal M. P. Behbahani
AI4TS
84
80
0
07 Mar 2023
Simplifying Model-based RL: Learning Representations, Latent-space
  Models, and Policies with One Objective
Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective
Raj Ghugare
Homanga Bharadhwaj
Benjamin Eysenbach
Sergey Levine
Ruslan Salakhutdinov
OffRL
38
25
0
18 Sep 2022
1