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researcher

D. Kumaran

4 papers hereh-index 4362.2k citations75 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.CL1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedMastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

1.1k citations · 1.1k across the 4 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2017★ 1.1k cited

Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

David Silver, Thomas Hubert, Julian Schrittwieser +10

The game of chess is the most widely-studied domain in the history of artificial intelligence. The strongest programs are based on a combination of sophisticated search techniques,…

cs.AI2017★ 5 cited

Building Machines that Learn and Think for Themselves: Commentary on Lake et al., Behavioral and Brain Sciences, 2017

M. Botvinick, D. G. T. Barrett, P. Battaglia +16

We agree with Lake and colleagues on their list of key ingredients for building humanlike intelligence, including the idea that model-based reasoning is essential. However, we favo…

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