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Luca Viano

Identifiers

  • name variant Luca Viano 0.60 · backfill

Papers (16)

  1. Split the Differences, Pool the Rest: Provably Efficient Multi-Objective Imitation cs.LG · 2026 · author #2
  2. Multi-agent imitation learning with function approximation: Linear Markov games and beyond cs.LG · 2026 · author #1
  3. Provably avoiding over-optimization in Direct Preference Optimization without knowing the data distribution cs.LG · 2026 · author #3
  4. IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic cs.LG · 2025 · author #2
  5. Multi-Step Alignment as Markov Games: An Optimistic Online Gradient Descent Approach with Convergence Guarantees cs.LG · 2025 · author #2
  6. Best of Both Worlds: Regret Minimization versus Minimax Play cs.LG · 2025 · author #4
  7. Imitation Learning in Discounted Linear MDPs without exploration assumptions cs.LG · 2024 · author #1
  8. Polynomial Convergence of Bandit No-Regret Dynamics in Congestion Games cs.GT · 2024 · author #4
  9. Semi Bandit Dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees cs.GT · 2023 · author #3
  10. What can online reinforcement learning with function approximation benefit from general coverage conditions? stat.ML · 2023 · author #2
  11. Identifiability and generalizability from multiple experts in Inverse Reinforcement Learning cs.LG · 2022 · author #2
  12. Proximal Point Imitation Learning cs.LG · 2022 · author #1
  13. Understanding Deep Neural Function Approximation in Reinforcement Learning via $\epsilon$-Greedy Exploration cs.LG · 2022 · author #2
  14. Neural NID Rules cs.LG · 2022 · author #1
  15. Robust Learning from Observation with Model Misspecification cs.LG · 2022 · author #1
  16. Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch cs.LG · 2020 · author #1

Mentions

  • 2502.11673 #4 · arxiv_oai · confidence 0.70 Luca Viano
  • 2502.19859 #2 · arxiv_oai · confidence 0.70 Luca Viano
  • 2502.12678 #2 · arxiv_oai · confidence 0.70 Luca Viano
  • 2405.02181 #1 · arxiv_oai · confidence 0.70 Luca Viano
  • 2401.09628 #4 · arxiv_oai · confidence 0.70 Luca Viano
  • 2306.15543 #3 · arxiv_oai · confidence 0.70 Luca Viano
  • 2304.12886 #2 · arxiv_oai · confidence 0.70 Luca Viano
  • 2209.10968 #1 · arxiv_oai · confidence 0.70 Luca Viano
  • 2209.07376 #2 · arxiv_oai · confidence 0.70 Luca Viano
  • 2209.10974 #2 · arxiv_oai · confidence 0.70 Luca Viano
  • 2202.06003 #1 · arxiv_oai · confidence 0.70 Luca Viano
  • 2202.06036 #1 · arxiv_oai · confidence 0.70 Luca Viano
  • 2007.01174 #1 · arxiv_oai · confidence 0.70 Luca Viano
  • 2602.22810 #1 · arxiv_oai · confidence 0.70 Luca Viano
  • 2605.12000 #2 · arxiv_oai · confidence 0.70 Luca Viano
  • 2602.06239 #3 · arxiv_oai · confidence 0.70 Luca Viano

Frequent Coauthors