Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep
Reinforcement Learning

Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning

29 October 2023

Suraj Singireddy

Sumit Kumar Jha

Alvaro Velasquez

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Papers citing "Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning"

11 / 11 papers shown

Title
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation Jinwei Xing Takashi Nagata Kexin Chen Xinyun Zou Emre Neftci J. Krichmar OOD 86 46 0 10 Feb 2021
Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning Rodrigo Toro Icarte Toryn Q. Klassen Richard Valenzano Sheila A. McIlraith OffRL 114 222 0 06 Oct 2020
Transfer Learning in Deep Reinforcement Learning: A Survey Zhuangdi Zhu Kaixiang Lin Anil K. Jain Jiayu Zhou OffRL LRM 110 593 0 16 Sep 2020
CURL: Contrastive Unsupervised Representations for Reinforcement Learning A. Srinivas Michael Laskin Pieter Abbeel SSL DRL OffRL 95 1,092 0 08 Apr 2020
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders A. Jha Saket Anand Maneesh Kumar Singh V. Veeravasarapu CoGe DRL 63 128 0 27 Apr 2018
Programmatically Interpretable Reinforcement Learning Abhinav Verma V. Murali Rishabh Singh Pushmeet Kohli Swarat Chaudhuri 121 355 0 06 Apr 2018
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning I. Higgins Arka Pal Andrei A. Rusu Loic Matthey Christopher P. Burgess Alexander Pritzel M. Botvinick Charles Blundell Alexander Lerchner DRL 112 417 0 26 Jul 2017
Symbolic LTLf Synthesis Shufang Zhu L. M. Tabajara Jianwen Li G. Pu Moshe Y. Vardi 25 84 0 23 May 2017
Dueling Network Architectures for Deep Reinforcement Learning Ziyun Wang Tom Schaul Matteo Hessel H. V. Hasselt Marc Lanctot Nando de Freitas OffRL 91 3,768 0 20 Nov 2015
Prioritized Experience Replay Tom Schaul John Quan Ioannis Antonoglou David Silver OffRL 231 3,797 0 18 Nov 2015
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 172 7,662 0 22 Sep 2015