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Robert Loftin — most-cited papers & profile · Reinforcement Learning
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Robert Loftin
5
papers ·
36
citations
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Semantic Scholar ↗
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Most-cited papers
Better Exploration with Optimistic Actor-Critic
2019 · 35 citations
Strategically Efficient Exploration in Competitive Multi-agent Reinforcement Learning
2021 · 1 citations
How Does the Lagrangian Guide Safe Reinforcement Learning through Diffusion Models?
2026
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments
2023
Safe Multiagent Coordination via Entropic Exploration
2024
Top co-authors
Katja Hofmann
· 2
Aadirupa Saha
· 1
and Kagan Tumer
· 1
Ayhan Alp Aydeniz
· 1
Bei Peng
· 1
Boyang Li
· 1
Christopher Amato
· 1
Enrico Marchesini
· 1
Frans A. Oliehoek
· 1
Hao Liang
· 1
Herke van Hoof
· 1
Kamil Ciosek
· 1
Topics
Exploration
Multi-Agent
Safe RL
Game AI
Model-Based RL
Offline RL
Value-Based
Policy Gradient