[Comp-neuro] Call for Papers: NeurIPS2019 Workshop on Biological and Artificial Reinforcement Learning

Sara Zannone sara.zannone at gmail.com
Tue Aug 13 15:17:39 CEST 2019


Call for Papers NeurIPS2019 Workshop

Biological and Artificial Reinforcement Learning

Workshop website: https://sites.google.com/view/biologicalandartificialrl

Submission deadline: September 7, 11:59 PM Pacific Time, 2019

Contact: BiologicalArtificialRL at gmail.com

We invite you to submit papers (up to 5 pages, excluding references and
appendix) in the NeurIPS 2019 format. The focus of the work should relate
to biological and/or artificial reinforcement learning. Potential topics
include but are not limited to:


   -

   Benchmark tasks that can compare/contrast capabilities of artificial vs
   biological agents
   -

   Hierarchical RL/ skill learning
   -

   Inductive biases and priors
   -

   Representations for RL
   -

   Model-based/ Model-free learning
   -

   Lifelong learning
   -

   Intrinsic motivation/ learning in absence of extrinsic rewards
   -

   Role of memory in learning


In line with the guidelines defined by the NeurIPS organising committee, we
can only accept original work that is not published in the main NeurIPS
conference. However, we welcome published work from other non-machine
learning focused venues, particularly work that has previously appeared in
Neuroscience or Cognitive Science venues such as Cosyne, RLDM, CogSci and
CCN.

Submission link: https://cmt3.research.microsoft.com/NeurIPSWSBARL2019/

For any enquiries please reach out to us at BiologicalArtificalRL at gmail.com
.

On behalf of the organizers,

Raymond Chua,

Feryal Behbahani,

Sara Zannone,

Rui Ponte Costa,

Claudia Clopath,

Blake Richards,

Doina Precup
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