TD or not TD: Analyzing the Role of Temporal Differencing in Deep
Reinforcement Learning

TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning

4 June 2018

Artemij Amiranashvili

Alexey Dosovitskiy

Thomas Brox

Papers citing "TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning"

4 / 4 papers shown

Title
Controlling Commercial Cooling Systems Using Reinforcement Learning Jerry Luo Cosmin Paduraru Octavian Voicu Yuri Chervonyi Scott A. Munns ... Sims Witherspoon D. Parish Peter Dolan Chenyu Zhao D. Mankowitz OffRL AI4CE 28 25 0 11 Nov 2022
Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction Hongyao Tang Jianye Hao Guangyong Chen Pengfei Chen Chong Chen Yaodong Yang Lu Zhang Wulong Liu Zhaopeng Meng OffRL 35 4 0 03 Mar 2021
Neural Temporal-Difference and Q-Learning Provably Converge to Global Optima Qi Cai Zhuoran Yang Jason D. Lee Zhaoran Wang 42 29 0 24 May 2019
Expert-augmented actor-critic for ViZDoom and Montezumas Revenge Michal Garmulewicz Henryk Michalewski Piotr Milos 16 8 0 10 Sep 2018