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Garrett Warnell — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Garrett Warnell
16
papers ·
50
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Deterministic Implementations for Reproducibility in Deep Reinforcement Learning
2018 · 34 citations
A Narration-based Reward Shaping Approach using Grounded Natural Language Commands
2019 · 4 citations
DEALIO: Data-Efficient Adversarial Learning for Imitation from Observation
2021 · 3 citations
D-Shape: Demonstration-Shaped Reinforcement Learning via Goal Conditioning
2022 · 1 citations
Grounding Natural Language Commands to StarCraft II Game States for Narration-Guided Reinforcement Learning
2019
RIDM: Reinforced Inverse Dynamics Modeling for Learning from a Single Observed Demonstration
2019
Lucid Dreaming for Experience Replay: Refreshing Past States with the Current Policy
2020
Multi-Agent Synchronization Tasks
2024
Top co-authors
Peter Stone
· 5
Faraz Torabi
· 2
Sean L. Barton
· 2
Assefaw Gebremedhin
· 1
Brahma S. Pavse
· 1
Caroline Wang
· 1
Derrik E. Asher
· 1
Ethan Stump
· 1
Josiah P. Hanna
· 1
Matthew E. Taylor
· 1
Nicholas R. Waytowich
· 1
Nicholas Waytowich
· 1
Topics
Offline RL
Value-Based
Policy Gradient
Game AI
Model-Based RL
Exploration
RLHF & Alignment
Multi-Agent