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Matthew E. Taylor

University of Alberta, Alberta Machine Intelligence Institute

Boosting Robustness in Preference-Based Reinforcement Learning with Dynamic Sparsity

Jun 10, 2024
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Leveraging Sub-Optimal Data for Human-in-the-Loop Reinforcement Learning

Apr 30, 2024
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FPGA Divide-and-Conquer Placement using Deep Reinforcement Learning

Apr 11, 2024
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Monitored Markov Decision Processes

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Feb 13, 2024
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GLIDE-RL: Grounded Language Instruction through DEmonstration in RL

Jan 03, 2024
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LaFFi: Leveraging Hybrid Natural Language Feedback for Fine-tuning Language Models

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Dec 31, 2023
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MaDi: Learning to Mask Distractions for Generalization in Visual Deep Reinforcement Learning

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Dec 23, 2023
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Curriculum Learning for Cooperation in Multi-Agent Reinforcement Learning

Dec 19, 2023
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Human-Machine Teaming for UAVs: An Experimentation Platform

Dec 18, 2023
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A Call to Arms: AI Should be Critical for Social Media Analysis of Conflict Zones

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Nov 01, 2023
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