Christos Kaplanis

Most-cited papers

1. Continual Reinforcement Learning with Complex Synapses

   Christos Kaplanis, M. Shanahan, C. Clopath

   2018International Conference on Machine Learning105 citations

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2. Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning

   Nat Dilokthanakul, Christos Kaplanis, Nick Pawlowski, M. Shanahan

   2017IEEE Transactions on Neural Networks and Learning Systems102 citations Open access

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3. An Explicitly Relational Neural Network Architecture

   M. Shanahan, Kyriacos Nikiforou, A. Creswell, Christos Kaplanis +2 more

   2019International Conference on Machine Learning73 citations

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4. Policy Consolidation for Continual Reinforcement Learning

   Christos Kaplanis, M. Shanahan, C. Clopath

   2019International Conference on Machine Learning66 citations

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5. Encoders and Ensembles for Task-Free Continual Learning

   M. Shanahan, Christos Kaplanis, Jovana Mitrovi'c

   2021arXiv.org26 citations

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6. Continual Reinforcement Learning with Multi-Timescale Replay

   Christos Kaplanis, C. Clopath, M. Shanahan

   2020arXiv.org18 citations

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7. Learning Successor Features the Simple Way

   Raymond Chua, Arna Ghosh, Christos Kaplanis, Blake A. Richards +1 more

   2024Neural Information Processing Systems14 citations

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8. Continual Reinforcement Learning with Multi-Timescale Successor Features

   Raymond Chua, B. Richards, Doina Precup, Christos Kaplanis

   20222022 Conference on Cognitive Computational Neuroscience0 citations Open access

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9. Continual reinforcement learning with memory at multiple timescales

   Christos Kaplanis

   20200 citations

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