Standout Papers

Human-level control through deep reinforcement learn... 2006 2026 2012 2019 13.1k
  1. Human-level control through deep reinforcement learning (2015)
    Volodymyr Mnih, Koray Kavukcuoglu et al. Nature
  2. Overcoming catastrophic forgetting in neural networks (2017)
    James Kirkpatrick, Razvan Pascanu et al. Proceedings of the National Academy of Sciences
  3. A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play (2018)
    David Silver, Thomas Hubert et al. Science
  4. Patients with hippocampal amnesia cannot imagine new experiences (2007)
    Demis Hassabis, Dharshan Kumaran et al. Proceedings of the National Academy of Sciences
  5. Frames, Biases, and Rational Decision-Making in the Human Brain (2006)
    Benedetto De Martino, Dharshan Kumaran et al. Science
  6. Neuroscience-Inspired Artificial Intelligence (2017)
    Demis Hassabis, Dharshan Kumaran et al. Neuron
  7. Using Imagination to Understand the Neural Basis of Episodic Memory (2007)
    Demis Hassabis, Dharshan Kumaran et al. Journal of Neuroscience
  8. What Learning Systems do Intelligent Agents Need? Complementary Learning Systems Theory Updated (2016)
    Dharshan Kumaran, Demis Hassabis et al. Trends in Cognitive Sciences
  9. Prefrontal cortex as a meta-reinforcement learning system (2018)
    Jane X. Wang, Zeb Kurth‐Nelson et al. Nature Neuroscience

Immediate Impact

50 by Nobel laureates 42 from Science/Nature 110 standout
Sub-graph 1 of 16

Citing Papers

A foundation model for the Earth system
2025 StandoutNature
Quantum error correction of qudits beyond break-even
2025 StandoutNatureNobel
1 intermediate paper

Works of Dharshan Kumaran being referenced

A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
2018 StandoutScienceNobel
Human-level control through deep reinforcement learning
2015 StandoutNatureNobel

Author Peers

Author Last Decade Papers Cites
Dharshan Kumaran 6164 1711 1082 8761 3543 55 24.4k
Richard S. Sutton 5027 1546 756 13676 4295 105 29.1k
Demis Hassabis 8495 1956 1931 15461 5806 75 41.8k
Timothy Lillicrap 1947 547 261 8797 3704 58 19.0k
David E. Rumelhart 10727 843 6699 14391 3396 63 41.7k
Koray Kavukcuoglu 1446 362 227 11325 4702 27 27.0k
Teuvo Kohonen 3520 791 345 12933 2282 76 29.4k
Ronald J. Williams 1777 322 237 9318 2830 41 22.3k
David Silver 1813 453 381 16132 6862 83 36.7k
Chih‐Jen Lin 3005 507 103 11281 2392 102 34.5k
Ruslan Salakhutdinov 2284 294 180 15680 2909 89 38.0k

All Works

Loading papers...

Rankless by CCL
2026