Kamil Ciosek

发表

Properties of the Least Squares Temporal Difference learning algorithm pdf

Kamil Ciosek, 2013, ArXiv.

Regularized Policies are Reward Robust pdf

Ryota Tomioka, Hisham Husain, Kamil Ciosek, 2021, AISTATS.

Expected Policy Gradients for Reinforcement Learning pdf

Shimon Whiteson, Kamil Ciosek, K. Ciosek, 2018, J. Mach. Learn. Res..

Deep Interactive Bayesian Reinforcement Learning via Meta-Learning pdf

Sam Devlin, Shimon Whiteson, Katja Hofmann, 2021, ArXiv.

Compositional Planning Using Optimal Option Models

David Silver, Kamil Ciosek, D. Silver, 2012, ICML.

DRIFT: Deep Reinforcement Learning for Functional Software Testing pdf

José Miguel Hernández-Lobato, Levent Özgür, Cheng Zhang, 2020, ArXiv.

Generating 3D Plants using Lindenmayer System

Kamil Ciosek, Pawel Kotowski, 2009, GRAPP.

Discount Factor as a Regularizer in Reinforcement Learning pdf

Ron Meir, Kamil Ciosek, Ron Amit, 2020, ICML.

Fourier Policy Gradients

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

Alternating Optimisation and Quadrature for Robust Control

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

AMRL: Aggregated Memory For Reinforcement Learning

Sam Devlin, Sebastian Tschiatschek, Cheng Zhang, 2020, ICLR.

Estimating $\alpha$-Rank by Maximizing Information Gain

Cheng Zhang, Tabish Rashid, Kamil Ciosek, 2021 .

Alternating Optimisation and Quadrature for Robust Reinforcement Learning pdf

Shimon Whiteson, Michael A. Osborne, Supratik Paul, 2016, ArXiv.

Multi-task Batch Reinforcement Learning with Metric Learning

Hao Su, Jiachen Li, Minghua Liu, 2020, NeurIPS.

Conservative Uncertainty Estimation By Fitting Prior Networks

Richard E. Turner, Ryota Tomioka, Katja Hofmann, 2020, ICLR.

Robust Reinforcement Learning with Bayesian Optimisation and Quadrature

Shimon Whiteson, Michael A. Osborne, Supratik Paul, 2020, J. Mach. Learn. Res..

Pre-training as Batch Meta Reinforcement Learning with tiMe pdf

Hao Su, Minghua Liu, Shuang Liu, 2019, ArXiv.

Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck

Sam Devlin, Sebastian Tschiatschek, Katja Hofmann, 2019, NeurIPS.

Evaluating the Robustness of Collaborative Agents pdf

Sam Devlin, Rohin Shah, Katja Hofmann, 2021, AAMAS.

Better Exploration with Optimistic Actor-Critic

Robert Loftin, Katja Hofmann, Quan Vuong, 2019, NeurIPS.

Value Iteration with Options and State Aggregation pdf

David Silver, Kamil Ciosek, D. Silver, 2015, ArXiv.

Expected Policy Gradients

Shimon Whiteson, Kamil Ciosek, K. Ciosek, 2017, AAAI.

Imitation Learning by Reinforcement Learning pdf

Kamil Ciosek, 2021, ArXiv.

Information Directed Reward Learning for Reinforcement Learning pdf

Sebastian Tschiatschek, Andreas Krause, Matteo Turchetta, 2021, ArXiv.