Robert Tyler Loftin

22 papers A* 4A 4B 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Counterfactual Conditional Likelihood Rewards for Multiagent Exploration.
CoRR
Ayhan Alp Aydeniz, Robert Tyler Loftin, Kagan Tumer
2025 A conf
Safe Entropic Agents under Team Constraints.
AAMAS
Ayhan Alp Aydeniz, Enrico Marchesini, Robert Tyler Loftin, Christopher Amato, Kagan Tumer
2024 J jnl
On the Complexity of Learning to Cooperate with Populations of Socially Rational Agents.
CoRR
Robert Tyler Loftin, Saptarashmi Bandyopadhyay, Mustafa Mert Çelikok
2024 J jnl
Safe Multiagent Coordination via Entropic Exploration.
CoRR
Ayhan Alp Aydeniz, Enrico Marchesini, Robert Tyler Loftin, Christopher Amato, Kagan Tumer
2023 — conf
Entropy Maximization in High Dimensional Multiagent State Spaces.
MRS
Ayhan Alp Aydeniz, Enrico Marchesini, Robert Tyler Loftin, Kagan Tumer
2023 A conf
Novelty Seeking Multiagent Evolutionary Reinforcement Learning.
GECCO
Ayhan Alp Aydeniz, Robert Tyler Loftin, Kagan Tumer
2023 J jnl
Towards a Unifying Model of Rationality in Multiagent Systems.
CoRR
Robert Tyler Loftin, Mustafa Mert Çelikok, Frans A. Oliehoek
2023 J jnl
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments.
CoRR
Robert Tyler Loftin, Mustafa Mert Çelikok, Herke van Hoof, Samuel Kaski, Frans A. Oliehoek
2022 A* conf
On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games.
ICML
Robert Tyler Loftin, Frans A. Oliehoek
2022 J jnl
On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games.
CoRR
Robert Tyler Loftin, Frans A. Oliehoek
2021 J jnl
Strategically Efficient Exploration in Competitive Multi-agent Reinforcement Learning.
CoRR
Robert Tyler Loftin, Aadirupa Saha, Sam Devlin, Katja Hofmann
2021 A conf
Strategically efficient exploration in competitive multi-agent reinforcement learning.
UAI
Robert Tyler Loftin, Aadirupa Saha, Sam Devlin, Katja Hofmann
2019 A* conf
Better Exploration with Optimistic Actor Critic.
NeurIPS
Kamil Ciosek, Quan Vuong, Robert Tyler Loftin, Katja Hofmann
2019 J jnl
Better Exploration with Optimistic Actor-Critic.
CoRR
Kamil Ciosek, Quan Vuong, Robert Tyler Loftin, Katja Hofmann
2018 J jnl
Curriculum Design for Machine Learners in Sequential Decision Tasks.
IEEE Trans. Emerg. Top. Comput. Intell.
Bei Peng, James MacGlashan, Robert Tyler Loftin, Michael L. Littman, David L. Roberts, Matthew E. Taylor
2017 A* conf
Interactive Learning from Policy-Dependent Human Feedback.
ICML
James MacGlashan, Mark K. Ho, Robert Tyler Loftin, Bei Peng, Guan Wang, David L. Roberts, Matthew E. Taylor, Michael L. Littman
2017 J jnl
Interactive Learning from Policy-Dependent Human Feedback.
CoRR
James MacGlashan, Mark K. Ho, Robert Tyler Loftin, Bei Peng, David L. Roberts, Matthew E. Taylor, Michael L. Littman
2016 A conf
A Need for Speed: Adapting Agent Action Speed to Improve Task Learning from Non-Expert Humans.
AAMAS
Bei Peng, James MacGlashan, Robert Tyler Loftin, Michael L. Littman, David L. Roberts, Matthew E. Taylor
2016 — conf
Towards Behavior-Aware Model Learning from Human-Generated Trajectories.
AAAI Fall Symposia
Robert Tyler Loftin, James MacGlashan, Bei Peng, Matthew E. Taylor, Michael L. Littman, David L. Roberts
2014 A* conf
A Strategy-Aware Technique for Learning Behaviors from Discrete Human Feedback.
AAAI
Robert Tyler Loftin, James MacGlashan, Bei Peng, Matthew E. Taylor, Michael L. Littman, Jeff Huang, David L. Roberts
2014 B conf
Learning something from nothing: Leveraging implicit human feedback strategies.
RO-MAN
Robert Tyler Loftin, Bei Peng, James MacGlashan, Michael L. Littman, Matthew E. Taylor, Jeff Huang, David L. Roberts
2014 J jnl
Toward Cyber-Enhanced Working Dogs for Search and Rescue.
IEEE Intell. Syst.
Alper Bozkurt, David L. Roberts, Barbara L. Sherman, Rita Brugarolas, Sean Mealin, John Majikes, Pu Yang, Robert Tyler Loftin