Value-of-Information based Arbitration between Model-based and Model-free Control

no code implementations • 8 Dec 2019 • Krishn Bera, Yash Mandilwar, Bapi Raju

There have been numerous attempts in explaining the general learning behaviours using model-based and model-free methods.

Computational Efficiency Q-Learning

A Computational Framework for Motor Skill Acquisition

no code implementations • 3 Jan 2019 • Krishn Bera, Tejas Savalia, Bapi Raju

Therefore, we propose a quantitative explanation for Verwey's DPM hypothesis by experimentally establishing a general computational framework for motor skill learning.

Decision Making Reinforcement Learning (RL)