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Thommen George Karimpanal

Personalisation via Dynamic Policy Fusion

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Sep 30, 2024
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LaGR-SEQ: Language-Guided Reinforcement Learning with Sample-Efficient Querying

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Aug 21, 2023
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Controlled Diversity with Preference : Towards Learning a Diverse Set of Desired Skills

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Mar 07, 2023
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Zero-shot Sim2Real Adaptation Across Environments

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Feb 08, 2023
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Uncertainty Aware System Identification with Universal Policies

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Feb 11, 2022
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Fast Model-based Policy Search for Universal Policy Networks

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Feb 11, 2022
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Balanced Q-learning: Combining the Influence of Optimistic and Pessimistic Targets

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Nov 03, 2021
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Intuitive Physics Guided Exploration for Sample Efficient Sim2real Transfer

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Apr 18, 2021
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Neuro-evolutionary Frameworks for Generalized Learning Agents

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Feb 04, 2020
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Learning Transferable Domain Priors for Safe Exploration in Reinforcement Learning

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Sep 11, 2019
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