Provable RL with Exogenous Distractors via Multistep Inverse Dynamics

17 October 2021

Papers citing "Provable RL with Exogenous Distractors via Multistep Inverse Dynamics"

6 / 6 papers shown

Title
Inverse Dynamics Pretraining Learns Good Representations for Multitask Imitation David Brandfonbrener Ofir Nachum Joan Bruna AI4CE 20 20 0 26 May 2023
Disentangled (Un)Controllable Features Jacob E. Kooi Mark Hoogendoorn Vincent François-Lavet DRL 19 0 0 31 Oct 2022
Formal Algorithms for Transformers Mary Phuong Marcus Hutter 19 70 0 19 Jul 2022
Sample-Efficient Reinforcement Learning in the Presence of Exogenous Information Yonathan Efroni Dylan J. Foster Dipendra Kumar Misra A. Krishnamurthy John Langford OffRL 29 25 0 09 Jun 2022
Uniqueness and Complexity of Inverse MDP Models Marcus Hutter S. Hansen 14 4 0 02 Jun 2022
Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning Vincent Liu James Wright Martha White OffRL 28 1 0 15 Nov 2021