Information Theoretically Aided Reinforcement Learning for Embodied Agents

31 May 2016

Papers citing "Information Theoretically Aided Reinforcement Learning for Embodied Agents"

5 / 5 papers shown

Title
Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning S. Mohamed Danilo Jimenez Rezende DRL SSL 94 402 0 29 Sep 2015
Changing the Environment Based on Empowerment as Intrinsic Motivation Christoph Salge C. Glackin Daniel Polani 45 68 0 03 Jun 2014
Linear combination of one-step predictive information with an external reward in an episodic policy gradient setting: a critical analysis K. Zahedi Georg Martius Nihat Ay 45 13 0 26 Sep 2013
Infinite-Horizon Policy-Gradient Estimation Jonathan Baxter Peter L. Bartlett 97 811 0 03 Jun 2011
Higher coordination with less control - A result of information maximization in the sensorimotor loop K. Zahedi Nihat Ay R. Der 90 71 0 11 Oct 2009