Robert Loftin

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Gradient Method

Score Distributions

Reinforcement Learning

Top Venues

Publications

Robert Loftin, Saptarashmi Bandyopadhyay, Mustafa Mert Çelikok
On the Complexity of Learning to Cooperate with Populations of Socially Rational Agents. CoRR (2024)
Robert Loftin, Mustafa Mert Çelikok, Frans A. Oliehoek
Towards a Unifying Model of Rationality in Multiagent Systems. CoRR (2023)
Bram M. Renting, Phillip Wozny, Robert Loftin, Claudia Wieners, Erman Acar
AI4GCC - Team: Below Sea Level: Critiques and Improvements. CoRR (2023)
Robert Loftin, Mustafa Mert Çelikok, Herke van Hoof, Samuel Kaski, Frans A. Oliehoek
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments. CoRR (2023)
Phillip Wozny, Bram M. Renting, Robert Loftin, Claudia Wieners, Erman Acar
AI4GCC - Team: Below Sea Level: Score and Real World Relevance. CoRR (2023)
Robert Loftin, Frans A. Oliehoek
On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games. CoRR (2022)
Robert Loftin, Frans A. Oliehoek
On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games. ICML (2022)
Robert Loftin, Aadirupa Saha, Sam Devlin, Katja Hofmann
Strategically Efficient Exploration in Competitive Multi-agent Reinforcement Learning. CoRR (2021)
Robert Loftin, Aadirupa Saha, Sam Devlin, Katja Hofmann
Strategically efficient exploration in competitive multi-agent reinforcement learning. UAI (2021)
Kamil Ciosek, Quan Vuong, Robert Loftin, Katja Hofmann
Better Exploration with Optimistic Actor Critic. NeurIPS (2019)
Kamil Ciosek, Quan Vuong, Robert Loftin, Katja Hofmann
Better Exploration with Optimistic Actor-Critic. CoRR (2019)