Importance Weighted Transfer of Samples in Reinforcement Learning

Importance Weighted Transfer of Samples in Reinforcement Learning

28 May 2018

Andrea Tirinzoni

Marcello Restelli

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Papers citing "Importance Weighted Transfer of Samples in Reinforcement Learning"

12 / 12 papers shown

Title
Large Model Empowered Embodied AI: A Survey on Decision-Making and Embodied Learning Wenlong Liang Rui Zhou Yang Ma Bing Zhang Songlin Li Yijia Liao Ping Kuang LM&Ro 3DV AI4CE 60 2 0 14 Aug 2025
Distill Knowledge in Multi-task Reinforcement Learning with Optimal-Transport Regularization Bang Giang Le Viet-Cuong Ta OT 131 1 0 27 Sep 2023
Truncating Trajectories in Monte Carlo Reinforcement Learning Riccardo Poiani Alberto Maria Metelli Marcello Restelli 99 5 0 07 May 2023
Multi-Source Transfer Learning for Deep Model-Based Reinforcement Learning Remo Sasso M. Sabatelli M. Wiering 175 10 0 28 May 2022
ARLO: A Framework for Automated Reinforcement Learning Marco Mussi Davide Lombarda Alberto Maria Metelli F. Trovò Marcello Restelli OffRL 119 6 0 20 May 2022
Lifelong Hyper-Policy Optimization with Multiple Importance Sampling Regularization P. Liotet Francesco Vidaich Alberto Maria Metelli Marcello Restelli OffRL 87 10 0 13 Dec 2021
Fractional Transfer Learning for Deep Model-Based Reinforcement Learning Remo Sasso M. Sabatelli M. Wiering CLL OffRL 114 6 0 14 Aug 2021
AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning Erdun Gao Fan Feng Chaochao Lu Sara Magliacane Kun Zhang 171 71 0 06 Jul 2021
Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments Zhi Wang Chunlin Chen D. Dong 113 14 0 09 Oct 2020
Lifelong Incremental Reinforcement Learning with Online Bayesian Inference Zhi Wang Chunlin Chen D. Dong CLL OffRL 120 59 0 28 Jul 2020
Time-Variant Variational Transfer for Value Functions Giuseppe Canonaco Andrea Soprani M. Roveri Marcello Restelli OOD 113 0 0 26 May 2020
MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics M. Barekatain Ryo Yonetani Masashi Hamaya 125 27 0 28 Sep 2019