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Riashat Islam

Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone Generation

May 30, 2024
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Learning Latent Dynamic Robust Representations for World Models

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May 10, 2024
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Generalizing Multi-Step Inverse Models for Representation Learning to Finite-Memory POMDPs

Apr 22, 2024
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PcLast: Discovering Plannable Continuous Latent States

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Nov 06, 2023
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Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning

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Oct 26, 2023
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Ignorance is Bliss: Robust Control via Information Gating

Mar 10, 2023
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Offline Policy Optimization in RL with Variance Regularizaton

Dec 29, 2022
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Representation Learning in Deep RL via Discrete Information Bottleneck

Dec 28, 2022
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Behavior Prior Representation learning for Offline Reinforcement Learning

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Nov 02, 2022
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Discrete Factorial Representations as an Abstraction for Goal Conditioned Reinforcement Learning

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Nov 01, 2022
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