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Kolby Nottingham — most-cited papers & profile · Reinforcement Learning
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Kolby Nottingham
6
papers ·
15
citations
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Most-cited papers
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
2023 · 9 citations
Using Logical Specifications of Objectives in Multi-Objective Reinforcement Learning
2019 · 2 citations
Guiding Global Placement With Reinforcement Learning
2021 · 2 citations
Learning to Query Internet Text for Informing Reinforcement Learning Agents
2022 · 1 citations
Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills
2024 · 1 citations
Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors
2023
Top co-authors
Sameer Singh
· 4
Roy Fox
· 3
Alane Suhr
· 1
Alekhya Pyla
· 1
Anand Balakrishnan
· 1
Bhavana Dalvi Mishra
· 1
Bodhisattwa Prasad Majumder
· 1
Bryan Catanzaro
· 1
David Wingate
· 1
Hannaneh Hajishirzi
· 1
JB Lanier
· 1
Jyotirmoy Deshmukh
· 1
Topics
Value-Based
Model-Based RL
Game AI
Safe RL
RLHF & Alignment
Exploration
Meta-RL
Multi-Agent
Policy Gradient