Results of Ablation Experiments in Ant-v2 Control Task.

<p>(a) Impact of dual-experience replenishment Buffer coefficients on returns. (b) Impact of dual empirical replay Buffer coefficients on strategy loss functions. (c) Impact of target strategy network update rate on performance. (d) Impact of bi-empirical replay Buffer size on performance. (e)...

Full description

Saved in:

Bibliographic Details
Main Author:	Teh Noranis Mohd Aris (22600931) (author)
Other Authors:	Ningning Chen (509273) (author), Norwati Mustapha (17029699) (author), Maslina Zolkepli (22600934) (author)
Published:	2025
Subjects:	Biochemistry Cell Biology Sociology Science Policy Biological Sciences not elsewhere classified two key mechanisms prioritized replay buffers enables better trade ablation studies validate asynchronous actor updates integrates prioritized sampling findings support tpdeb single experience buffer improving learning robustness redundant experience buffer strategy asynchronous conditions unbiased sampling robust learning regularized learning inefficient sampling tpdeb employs tpdeb collects tpdeb addresses xlink "> wise methods temporal diversity scaled well scalable solution sample utilization quality samples often suffer learner bandwidth induced delays final performance empirical evaluations driven prioritization convergence speed combines standard
Tags:	Add Tag No Tags, Be the first to tag this record!

Results of Ablation Experiments in Ant-v2 Control Task.

Similar Items