Guy Lever

发表

Tighter PAC-Bayes bounds through distribution-dependent priors

John Shawe-Taylor, Guy Lever, François Laviolette, 2013, Theor. Comput. Sci..

Modelling transition dynamics in MDPs with RKHS embeddings pdf

Guy Lever, Arthur Gretton, Luca Baldassarre, 2012, ICML.

Conditional mean embeddings as regressors

Guy Lever, Arthur Gretton, Luca Baldassarre, 2012, ICML.

Data dependent kernels in nearly-linear time

Tom Diethe, John Shawe-Taylor, Guy Lever, 2011, AISTATS.

Modelling Policies in MDPs in Reproducing Kernel Hilbert Space

Guy Lever, Ronnie Stafford, Guy Lever, 2015, AISTATS.

Value-Decomposition Networks For Cooperative Multi-Agent Learning Based On Team Reward pdf

Guy Lever, Joel Z. Leibo, Max Jaderberg, 2018, AAMAS.

Nesterov's accelerated gradient and momentum as approximations to regularised update descent

David Barber, Guy Lever, Aleksandar Botev, 2016, 2017 International Joint Conference on Neural Networks (IJCNN).

A Gauss-Newton Method for Markov Decision Processes pdf

Guy Lever, Thomas Furmston, Guy Lever, 2015, ArXiv.

Reinforcement Learning Agents acquire Flocking and Symbiotic Behaviour in Simulated Ecosystems

Tom Eccles, Guy Lever, Joel Z. Leibo, 2019, Artificial Life Conference Proceedings.

Emergent Coordination Through Competition pdf

Guy Lever, Siqi Liu, Thore Graepel, 2019, ICLR.

Modeling transition dynamics in MDPs with RKHS embeddings of conditional distributions pdf

Guy Lever, Arthur Gretton, Luca Baldassarre, 2011, ArXiv.

Exploiting structure defined by data in machine learning : some new analyses

Guy Lever, Guy Lever, 2011 .

Deterministic Policy Gradient Algorithms

Guy Lever, Martin A. Riedmiller, David Silver, 2014, ICML.

Biases for Emergent Communication in Multi-agent Reinforcement Learning

Tom Eccles, Guy Lever, Thore Graepel, 2019, NeurIPS.

Conditional mean embeddings as regressors - supplementary pdf

Guy Lever, Arthur Gretton, Luca Baldassarre, 2012, ArXiv.

Predicting the Labelling of a Graph via Minimum $p$-Seminorm Interpolation

Guy Lever, Mark Herbster, Guy Lever, 2009, COLT.

Distribution-Dependent PAC-Bayes Priors

John Shawe-Taylor, Guy Lever, François Laviolette, 2010, ALT.

The Body is Not a Given: Joint Agent Policy Learning and Morphology Evolution

Guy Lever, Pushmeet Kohli, Chrisantha Fernando, 2019, AAMAS.

Human-level performance in 3D multiplayer games with population-based reinforcement learning

Guy Lever, Joel Z. Leibo, Demis Hassabis, 2018, Science.

Approximate Newton Methods for Policy Search in Markov Decision Processes

David Barber, Guy Lever, Thomas Furmston, 2016, J. Mach. Learn. Res..

Online Prediction on Large Diameter Graphs

Guy Lever, Mark Herbster, Massimiliano Pontil, 2008, NIPS.

Relating Function Class Complexity and Cluster Structure in the Function Domain with Applications to Transduction

Guy Lever, 2010, AISTATS.

A Generalized Training Approach for Multiagent Learning pdf

Guy Lever, Thore Graepel, Karl Tuyls, 2020, ICLR.

Compressed Conditional Mean Embeddings for Model-Based Reinforcement Learning

John Shawe-Taylor, Guy Lever, Csaba Szepesvári, 2016, AAAI.

From Motor Control to Team Play in Simulated Humanoid Football pdf

Yuval Tassa, Guy Lever, Thore Graepel, 2021, Sci. Robotics.