Kolby Nottingham

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Modelling Language

Reinforcement Learning

Function Approximation

Decision Making

Top Venues

Publications

Kolby Nottingham, Bodhisattwa Prasad Majumder, Bhavana Dalvi Mishra, Sameer Singh, Peter Clark, Roy Fox
Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills. CoRR (2024)
Kolby Nottingham, Yasaman Razeghi, Kyungmin Kim, JB Lanier, Pierre Baldi, Roy Fox, Sameer Singh
Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors. CoRR (2023)
Kolby Nottingham, Prithviraj Ammanabrolu, Alane Suhr, Yejin Choi, Hannaneh Hajishirzi, Sameer Singh, Roy Fox
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling. ICML (2023)
Kolby Nottingham, Prithviraj Ammanabrolu, Alane Suhr, Yejin Choi, Hannaneh Hajishirzi, Sameer Singh, Roy Fox
Do Embodied Agents Dream of Pixelated Sheep?: Embodied Decision Making using Language Guided World Modelling. CoRR (2023)
Kolby Nottingham, Alekhya Pyla, Sameer Singh, Roy Fox
Learning to Query Internet Text for Informing Reinforcement Learning Agents. CoRR (2022)
Robert Kirby, Kolby Nottingham, Rajarshi Roy, Saad Godil, Bryan Catanzaro
Guiding Global Placement With Reinforcement Learning. CoRR (2021)
Kolby Nottingham, Litian Liang, Daeyun Shin, Charless C. Fowlkes, Roy Fox, Sameer Singh
Modular Framework for Visuomotor Language Grounding. CoRR (2021)
Kolby Nottingham, Anand Balakrishnan, Jyotirmoy V. Deshmukh, Connor Christopherson, David Wingate
Using Logical Specifications of Objectives in Multi-Objective Reinforcement Learning. CoRR (2019)