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Policy Gradient With Serial Markov Chain Reasoning


Oct 13, 2022
Edoardo Cetin, Oya Celiktutan

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* NeurIPS 2022 

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Hyperbolic Deep Reinforcement Learning


Oct 04, 2022
Edoardo Cetin, Benjamin Chamberlain, Michael Bronstein, Jonathan J Hunt

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* Preprint 

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Stabilizing Off-Policy Deep Reinforcement Learning from Pixels


Jul 03, 2022
Edoardo Cetin, Philip J. Ball, Steve Roberts, Oya Celiktutan

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* Short presentation at ICML 2022 

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Learning Pessimism for Robust and Efficient Off-Policy Reinforcement Learning


Oct 07, 2021
Edoardo Cetin, Oya Celiktutan

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Learning Routines for Effective Off-Policy Reinforcement Learning


Jun 05, 2021
Edoardo Cetin, Oya Celiktutan

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* ICML 2021 

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IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay


Apr 21, 2021
Jian Jiang, Edoardo Cetin, Oya Celiktutan

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* CVPR 2021 Workshop on Continual Learning 

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Domain-Robust Visual Imitation Learning with Mutual Information Constraints


Mar 08, 2021
Edoardo Cetin, Oya Celiktutan

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* Presented at ICLR 2021 

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