Adaptive Rollout Length for Model-Based RL Using Model-Free Deep RL

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Adaptive Rollout Length for Model-Based RL Using Model-Free Deep RL

6 June 2022

Philip S. Thomas

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Papers citing "Adaptive Rollout Length for Model-Based RL Using Model-Free Deep RL"

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Title
When to Trust Your Model: Model-Based Policy Optimization Michael Janner Justin Fu Marvin Zhang Sergey Levine OffRL 98 952 0 19 Jun 2019
Model-Based Reinforcement Learning for Atari Lukasz Kaiser Mohammad Babaeizadeh Piotr Milos B. Osinski R. Campbell ... Sergey Levine Afroz Mohiuddin Ryan Sepassi George Tucker Henryk Michalewski OffRL 132 861 0 01 Mar 2019
The Effect of Planning Shape on Dyna-style Planning in High-dimensional State Spaces G. Z. Holland Erik Talvitie Michael Bowling AI4CE 46 43 0 05 Jun 2018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor Tuomas Haarnoja Aurick Zhou Pieter Abbeel Sergey Levine 311 8,352 0 04 Jan 2018
Safe Model-based Reinforcement Learning with Stability Guarantees Felix Berkenkamp M. Turchetta Angela P. Schoellig Andreas Krause 176 852 0 23 May 2017
Emotion in Reinforcement Learning Agents and Robots: A Survey Thomas M. Moerland Joost Broekens Catholijn M. Jonker AI4CE 59 162 0 15 May 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 413 10,494 0 21 Jul 2016
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 170 7,641 0 22 Sep 2015
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 320 13,248 0 09 Sep 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014