From Crystallized Adaptivity to Fluid Adaptivity in Deep Reinforcement
Learning -- Insights from Biological Systems on Adaptive Flexibility

From Crystallized Adaptivity to Fluid Adaptivity in Deep Reinforcement Learning -- Insights from Biological Systems on Adaptive Flexibility

13 August 2019

Helge J. Ritter

Papers citing "From Crystallized Adaptivity to Fluid Adaptivity in Deep Reinforcement Learning -- Insights from Biological Systems on Adaptive Flexibility"

11 / 11 papers shown

Title
AlphaStar: An Evolutionary Computation Perspective Kai Arulkumaran Antoine Cully Julian Togelius 30 183 0 05 Feb 2019
The Value Function Polytope in Reinforcement Learning Robert Dadashi Adrien Ali Taïga Nicolas Le Roux Dale Schuurmans Marc G. Bellemare 22 46 0 31 Jan 2019
Open-ended Learning in Symmetric Zero-sum Games David Balduzzi M. Garnelo Yoram Bachrach Wojciech M. Czarnecki Julien Perolat Max Jaderberg T. Graepel 42 169 0 23 Jan 2019
Human-level performance in first-person multiplayer games with population-based deep reinforcement learning Max Jaderberg Wojciech M. Czarnecki Iain Dunning Luke Marris Guy Lever ... Joel Z Leibo David Silver Demis Hassabis Koray Kavukcuoglu T. Graepel OffRL 68 717 0 03 Jul 2018
Addressing Function Approximation Error in Actor-Critic Methods Scott Fujimoto H. V. Hoof David Meger OffRL 153 5,121 0 26 Feb 2018
The Predictron: End-To-End Learning and Planning David Silver H. V. Hasselt Matteo Hessel Tom Schaul A. Guez ... Gabriel Dulac-Arnold David P. Reichert Neil C. Rabinowitz André Barreto T. Degris 47 289 0 28 Dec 2016
Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation Tejas D. Kulkarni Karthik Narasimhan A. Saeedi J. Tenenbaum 51 1,133 0 20 Apr 2016
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 131 7,590 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 193 13,174 0 09 Sep 2015
Illuminating search spaces by mapping elites Jean-Baptiste Mouret Jeff Clune 63 728 0 20 Apr 2015
Robots that can adapt like animals Antoine Cully Jeff Clune Danesh Tarapore Jean-Baptiste Mouret 61 1,032 0 13 Jul 2014