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Optimistically Optimistic Exploration for Provably Efficient Infinite-Horizon Reinforcement and Imitation Learning
19 February 2025
Antoine Moulin
Gergely Neu
Luca Viano
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Papers citing
"Optimistically Optimistic Exploration for Provably Efficient Infinite-Horizon Reinforcement and Imitation Learning"
3 / 3 papers shown
Title
Inverse Q-Learning Done Right: Offline Imitation Learning in
Q
π
Q^π
Q
π
-Realizable MDPs
Antoine Moulin
Gergely Neu
Luca Viano
OffRL
124
0
0
26 May 2025
Learning Equilibria from Data: Provably Efficient Multi-Agent Imitation Learning
Till Freihaut
Luca Viano
Volkan Cevher
Matthieu Geist
Giorgia Ramponi
67
0
0
23 May 2025
IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic
Stefano Viel
Luca Viano
Volkan Cevher
270
1
0
27 Feb 2025
1
