Giorgia Ramponi
14 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (21) π Academic Marathon (5) π Interdisciplinary Bridge π Conference Polyglot (7) π§ Keyword Pioneer
π§
Keyword Pioneer
π
Triple Crown
π
Grand Slam
π
Century Club
(14)
π₯
Unstoppable
(6)
β
The Questioner
(2)
Conferences
NIPS (6)
ICLR (2)
ICML (2)
AAAI (1)
AISTATS (1)
COLT (1)
UAI (1)
Top co-authors
Keywords
reward function
(4)
inverse reinforcement learning
(4)
imitation learning
(3)
online learning
(2)
multi-agent system
(2)
nash equilibrium
(2)
multi-agent learning
(2)
policy learning
(2)
optimal transport
(1)
markov decision process
(1)
policy gradient
(1)
mistake bound model
(1)
regret minimization
(1)
mechanism design
(1)
transfer learning
(1)
batch learning
(1)
continuous control
(1)
gradient descent
(1)
sample complexity
(1)
differential privacy
(1)
Papers
Preference Elicitation for Offline Reinforcement Learning
ICLR 2025
Exploiting Causal Graph Priors with Posterior Sampling for Reinforcement Learning
ICLR 2024
Truly No-Regret Learning in Constrained MDPs
ICML 2024
Contextual Bilevel Reinforcement Learning for Incentive Alignment
NIPS 2024
On Imitation in Mean-field Games
NIPS 2023
Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions
NIPS 2022
Learning in Markov games: Can we exploit a general-sum opponent?
UAI 2022
Active Exploration for Inverse Reinforcement Learning
NIPS 2022
Open Problem: Do you pay for Privacy in Online learning?
COLT 2022
Provably Efficient Learning of Transferable Rewards
ICML 2021
Newton Optimization on Helmholtz Decomposition for Continuous Games
AAAI 2021
Learning in Non-Cooperative Configurable Markov Decision Processes
NIPS 2021
Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions
AISTATS 2020
Inverse Reinforcement Learning from a Gradient-based Learner
NIPS 2020