Christos Kaplanis

Continual Reinforcement Learning with Complex Synapses pdf

Murray Shanahan, Claudia Clopath, Christos Kaplanis, 2018, ICML.

Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning

Murray Shanahan, Nick Pawlowski, Nat Dilokthanakul, 2017, IEEE Transactions on Neural Networks and Learning Systems.

Policy Consolidation for Continual Reinforcement Learning

C. Clopath, M. Shanahan, Christos Kaplanis, 2019, ICML.

An Explicitly Relational Neural Network Architecture

Murray Shanahan, David Barrett, Antonia Creswell, 2019, ICML.

Continual Reinforcement Learning with Multi-Timescale Replay pdf

Murray Shanahan, Claudia Clopath, Christos Kaplanis, 2020, ArXiv.

Policy Consolidation for Continual Reinforcement Learning pdf

Murray Shanahan, Claudia Clopath, Christos Kaplanis, 2019, ICML.

Encoders and Ensembles for Task-Free Continual Learning pdf

Murray Shanahan, Christos Kaplanis, Jovana Mitrovi'c, 2021, ArXiv.