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Andrew Szot — most-cited papers & profile · Reinforcement Learning
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overview
Andrew Szot
12
papers ·
69
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Habitat 2.0: Training Home Assistants to Rearrange their Habitat
2021 · 25 citations
Generalization to New Actions in Reinforcement Learning
2020 · 10 citations
Large Language Models as Generalizable Policies for Embodied Tasks
2023 · 7 citations
BC-IRL: Learning Generalizable Reward Functions from Demonstrations
2023 · 1 citations
Expanding LLM Agent Boundaries with Strategy-Guided Exploration
2026
Galactic: Scaling End-to-End Reinforcement Learning for Rearrangement at 100k Steps-Per-Second
2023
Reinforcement Learning via Auxiliary Task Distillation
2024
ReLIC: A Recipe for 64k Steps of In-Context Reinforcement Learning for Embodied AI
2024
Top co-authors
Dhruv Batra
· 4
Zsolt Kira
· 4
Aaron Gokaslan
· 2
Alexander Toshev
· 2
Eric Undersander
· 2
Franziska Meier
· 2
Abhinav Narayan Harish
· 1
Ahmad Elawady
· 1
Alex Clegg
· 1
Amy Zhang
· 1
Angel Chang
· 1
Ayush Jain
· 1
Topics
Model-Based RL
Meta-RL
Exploration
Policy Gradient
RLHF & Alignment
Safe RL
Value-Based
Offline RL