S. Whiteson

发表

Relative confidence sampling for efficient on-line ranker evaluation

M. de Rijke, Shimon Whiteson, Maarten de Rijke, 2014, WSDM.

The Reinforcement Learning Competitions

Shimon Whiteson, Brian Tanner, Adam M. White, 2010 .

Multileaved Comparisons for Fast Online Evaluation

M. de Rijke, Floor Sietsma, Shimon Whiteson, 2014, CIKM.

Counterfactual Multi-Agent Policy Gradients

Shimon Whiteson, Triantafyllos Afouras, Jakob N. Foerster, 2017, AAAI.

Neuroevolutionary reinforcement learning for generalized helicopter control

Shimon Whiteson, Rogier Koppejan, S. Whiteson, 2009, GECCO.

Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning

Shimon Whiteson, Pushmeet Kohli, Philip H. S. Torr, 2017, ICML.

Protecting against evaluation overfitting in empirical reinforcement learning

Shimon Whiteson, Peter Stone, Matthew E. Taylor, 2011, 2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).

Adaptive Tile Coding for Value Function Approximation

S. Whiteson, Shimon Whiteson, 2007 .

Transfer via inter-task mappings in policy search reinforcement learning

Shimon Whiteson, Peter Stone, Matthew E. Taylor, 2007, AAMAS '07.

Generalized Domains for Empirical Evaluations in Reinforcement Learning

Shimon Whiteson, Peter Stone, Matthew E. Taylor, 2009 .

Learning to Communicate with Deep Multi-Agent Reinforcement Learning

Shimon Whiteson, Nando de Freitas, Jakob N. Foerster, 2016, NIPS.

Fast Context Adaptation via Meta-Learning

Katja Hofmann, Shimon Whiteson, Vitaly Kurin, 2018, ICML.

Evolving Soccer Keepaway Players Through Task Decomposition

Risto Miikkulainen, Shimon Whiteson, Peter Stone, 2005, Machine Learning.

Multi-Objective Deep Reinforcement Learning pdf

Shimon Whiteson, Diederik M. Roijers, Yannis M. Assael, 2016, ArXiv.

Deep Variational Reinforcement Learning for POMDPs

Shimon Whiteson, Tuan Anh Le, Frank Wood, 2018, ICML.

Using informative behavior to increase engagement in the tamer framework

Shimon Whiteson, Hayley Hung, W. Bradley Knox, 2013, AAMAS.

A theoretical and empirical analysis of Expected Sarsa

Shimon Whiteson, Marco Wiering, Harm van Seijen, 2009, 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning.

Evolving Keepaway Soccer Players through Task Decomposition

Risto Miikkulainen, Shimon Whiteson, Peter Stone, 2003, GECCO.

Incremental clustering and expansion for faster optimal planning in decentralized POMDPs

Frans A. Oliehoek, S. Whiteson, F. Oliehoek, 2013 .

LipNet: End-to-End Sentence-level Lipreading

Shimon Whiteson, Nando de Freitas, Brendan Shillingford, 2016, 1611.01599.

Comparing evolutionary and temporal difference methods in a reinforcement learning domain

Shimon Whiteson, Peter Stone, Matthew E. Taylor, 2006, GECCO.

Weighted QMIX: Expanding Monotonic Value Function Factorisation pdf

Shimon Whiteson, Gregory Farquhar, Bei Peng, 2020, ArXiv.

Point-Based Planning for Multi-Objective POMDPs

Shimon Whiteson, Frans A. Oliehoek, Diederik M. Roijers, 2015, IJCAI.

Optimistic Exploration even with a Pessimistic Initialisation pdf

Shimon Whiteson, Wendelin Böhmer, Bei Peng, 2020, ICLR.

Evolutionary Function Approximation for Reinforcement Learning

Shimon Whiteson, Peter Stone, S. Whiteson, 2006, J. Mach. Learn. Res..

Learning to Communicate to Solve Riddles with Deep Distributed Recurrent Q-Networks pdf

Shimon Whiteson, Nando de Freitas, Jakob N. Foerster, 2016, ArXiv.

Alternating Optimisation and Quadrature for Robust Control

Shimon Whiteson, Michael A. Osborne, Jean-Baptiste Mouret, 2016, AAAI.

Empirical Studies in Action Selection with Reinforcement Learning

Shimon Whiteson, Peter Stone, Matthew E. Taylor, 2007, Adapt. Behav..

Fourier Policy Gradients

Matthew Fellows, Shimon Whiteson, Kamil Ciosek, 2018, ICML.

Provably Convergent Two-Timescale Off-Policy Actor-Critic with Function Approximation

Shimon Whiteson, Bo Liu, Shangtong Zhang, 2019, ICML.

Neuroevolutionary reinforcement learning for generalized control of simulated helicopters

Shimon Whiteson, Rogier Koppejan, S. Whiteson, 2011, Evol. Intell..

Concurrent layered learning

Shimon Whiteson, Peter Stone, S. Whiteson, 2003, AAMAS '03.

Social interaction for efficient agent learning from human reward

Shimon Whiteson, Hayley Hung, W. Bradley Knox, 2017, Autonomous Agents and Multi-Agent Systems.

Stochastic Optimization for Collision Selection in High Energy Physics

Shimon Whiteson, Daniel Whiteson, S. Whiteson, 2006, AAAI.

Learning From Demonstration in the Wild

Xi Chen, Shimon Whiteson, Frans A. Oliehoek, 2018, 2019 International Conference on Robotics and Automation (ICRA).

Learning with Opponent-Learning Awareness pdf

Shimon Whiteson, Pieter Abbeel, Jakob N. Foerster, 2017, AAMAS.

Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning pdf

H. Francis Song, Shimon Whiteson, Michael H. Bowling, 2018, ICML.

Information Retrieval manuscript No. (will be inserted by the editor) Balancing Exploration and Exploitation in Listwise and Pairwise Online Learning to Rank for Information Retrieval

Katja Hofmann, M. de Rijke, Shimon Whiteson, 2022 .

Adaptive Representations for Reinforcement Learning

Shimon Whiteson, S. Whiteson, Shimon Whiteson, 2010, Studies in Computational Intelligence.

Towards Personalised Gaming via Facial Expression Recognition

Shimon Whiteson, Theo Gevers, Chek Tien Tan, 2014, AIIDE.

Mean-Variance Policy Iteration for Risk-Averse Reinforcement Learning

Shimon Whiteson, Shangtong Zhang, Bo Liu, 2020, AAAI.

Deep Multi-Agent Reinforcement Learning for Decentralized Continuous Cooperative Control

Philip H. S. Torr, S. Whiteson, Wendelin Böhmer, 2020, ArXiv.

Provably Convergent Two-Timescale Off-Policy Actor-Critic with Function Approximation

Hengshuai Yao, S. Whiteson, Shangtong Zhang, 2019, ICML.

Improving SAT Solver Heuristics with Graph Networks and Reinforcement Learning pdf

Shimon Whiteson, Bryan Catanzaro, Vitaly Kurin, 2019, ArXiv.

The Impact of Non-stationarity on Generalisation in Deep Reinforcement Learning pdf

Shimon Whiteson, Gregory Farquhar, Jelena Luketina, 2020, ArXiv.

GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values

S. Whiteson, Shangtong Zhang, Bo Liu, 2020, ICML.

UvA-DARE ( Digital Academic Repository ) Learning Potential Functions and their Representations for MultiTask Reinforcement Learning

S. Whiteson, M. Snel, Shimon Whiteson, 2014 .

Deep Coordination Graphs

S. Whiteson, Wendelin Böhmer, Vitaly Kurin, 2019, ICML.

Stable Opponent Shaping in Differentiable Games

Jakob N. Foerster, S. Whiteson, Tim Rocktäschel, 2018, ICLR.

A Survey of Reinforcement Learning Informed by Natural Language

Shimon Whiteson, Jacob Andreas, Edward Grefenstette, 2019, IJCAI.

Inverse Reinforcement Learning from Failure

Shimon Whiteson, João V. Messias, Kyriacos Shiarlis, 2016, AAMAS.

AIMS CDT Project Report : Towards One-Shot Learning From Demonstration via Reinforcement Learning

Luisa M. Zintgraf, S. Whiteson, K. Shiarlis, 2018 .

The StarCraft Multi-Agent Challenge Extended Abstract

Philip H. S. Torr, Jakob N. Foerster, Tim G. J. Rudner, 2019 .

Improving Exploration in Deep Reinforcement Learning

S. Whiteson, Tabish Rashid, Oliver Bent, 2017 .

TreeQN and ATreeC: Differentiable Tree Planning for Deep Reinforcement Learning pdf

Shimon Whiteson, Gregory Farquhar, Tim Rocktäschel, 2017, ICLR 2018.

UvA-DARE (Digital Academic Repository) Towards Personalised Gaming via Facial Expression Recognition

Chek Tien Tan, Diederik M. Roijers, S. Whiteson, 2014 .

How does the sensitivity of multileaving methods compare to that of interleaving methods ?

M. de Rijke, S. Whiteson, Anne Schuth, 2014 .

UvA-DARE ( Digital Academic Repository ) Challenge Balancing for Personalised Game Spaces

George Viorel Visniuc, S. Whiteson, Guangliang Li, 2014 .

Report on the 2008 Reinforcement Learning Competition

Shimon Whiteson, Brian Tanner, Adam M. White, 2010, AI Mag..

VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning

Luisa M. Zintgraf, S. Whiteson, Y. Gal, 2019, ICLR.

Truncated Emphatic Temporal Difference Methods for Prediction and Control

S. Whiteson, Shangtong Zhang, Shimon Whiteson, 2021, J. Mach. Learn. Res..

Intro to Reinforcement Learning

Shimon Whiteson, S. Whiteson, 2017, BMVC.

My Body is a Cage: the Role of Morphology in Graph-Based Incompatible Control pdf

Shimon Whiteson, Tim Rocktäschel, Vitaly Kurin, 2020, ICLR.

Facial Feedback for Reinforcement Learning: A Case Study and Offline Analysis Using the TAMER Framework

Shimon Whiteson, Hamdi Dibeklioglu, Hayley Hung, 2021, AAMAS.