Model-based Reinforcement Learning with Parametrized Physical Models and
Optimism-Driven Exploration

Model-based Reinforcement Learning with Parametrized Physical Models and Optimism-Driven Exploration

23 September 2015

Christopher Xie

Pieter Abbeel

Papers citing "Model-based Reinforcement Learning with Parametrized Physical Models and Optimism-Driven Exploration"

10 / 10 papers shown

Title
Exploration in Deep Reinforcement Learning: A Survey Pawel Ladosz Lilian Weng Minwoo Kim H. Oh OffRL 31 326 0 02 May 2022
Model-Based Reinforcement Learning with Value-Targeted Regression Alex Ayoub Zeyu Jia Csaba Szepesvári Mengdi Wang Lin F. Yang OffRL 59 299 0 01 Jun 2020
Causally Correct Partial Models for Reinforcement Learning Danilo Jimenez Rezende Ivo Danihelka George Papamakarios Nan Rosemary Ke Ray Jiang ... Jane X. Wang Jovana Mitrović F. Besse Ioannis Antonoglou Lars Buesing AI4TS 29 33 0 07 Feb 2020
Rapid trial-and-error learning with simulation supports flexible tool use and physical reasoning Kelsey R. Allen Kevin A. Smith J. Tenenbaum LRM 31 108 0 22 Jul 2019
Shaping Belief States with Generative Environment Models for RL Karol Gregor Danilo Jimenez Rezende F. Besse Yan Wu Hamza Merzic Aaron van den Oord OffRL AI4CE 30 118 0 21 Jun 2019
Task-Agnostic Dynamics Priors for Deep Reinforcement Learning Yilun Du Karthik Narasimhan 19 33 0 13 May 2019
Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards Rituraj Kaushik Konstantinos Chatzilygeroudis Jean-Baptiste Mouret 31 19 0 25 Jun 2018
Reinforcement Learning with Unsupervised Auxiliary Tasks Max Jaderberg Volodymyr Mnih Wojciech M. Czarnecki Tom Schaul Joel Z Leibo David Silver Koray Kavukcuoglu SSL 13 1,224 0 16 Nov 2016
Towards Cognitive Exploration through Deep Reinforcement Learning for Mobile Robots L. Tai Ming Liu 27 103 0 06 Oct 2016
Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains David Abel Alekh Agarwal Fernando Diaz A. Krishnamurthy Robert Schapire OffRL 83 43 0 14 Mar 2016