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Carlo D'Eramo

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

21

Venues

7

Active years

2016–2025

Best venue rank

A*

Where they publish

Papers

21 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRAdaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement Learning.Tho Vincent, Fabian Wahren, Jan Peters, Boris Belousov, Carlo D'Eramo
2025ICMLMonte-Carlo Tree Search with Uncertainty Propagation via Optimal Transport.Tuan Dam, Pascal Stenger, Lukas Schneider, Joni Pajarinen, Carlo D'Eramo, Odalric-Ambrym Maillard
2024AAAIParameterized Projected Bellman Operator.Tho Vincent, Alberto Maria Metelli, Boris Belousov, Jan Peters, Marcello Restelli, Carlo D'Eramo
2024ICLRMulti-Task Reinforcement Learning with Mixture of Orthogonal Experts.Ahmed Hendawy, Jan Peters, Carlo D'Eramo
2024ICLRAugmented Bayesian Policy Search.Mahdi Kallel, Debabrota Basu, Riad Akrour, Carlo D'Eramo
2024ICLRRobust Adversarial Reinforcement Learning via Bounded Rationality Curricula.Aryaman Reddi, Maximilian Tlle, Jan Peters, Georgia Chalvatzaki, Carlo D'Eramo
2024ICLRDomain Randomization via Entropy Maximization.Gabriele Tiboni, Pascal Klink, Jan Peters, Tatiana Tommasi, Carlo D'Eramo, Georgia Chalvatzaki
2024ICRAContact Energy Based Hindsight Experience Prioritization.Erdi Sayar, Zhenshan Bing, Carlo D'Eramo, Ozgur S. Oguz, Alois Knoll
2024KIUli-RL: A Real-World Deep Reinforcement Learning Pedagogical Agent for Children.Anna Riedmann, Julia Gtz, Carlo D'Eramo, Birgit Lugrin
2022ICLRBoosted Curriculum Reinforcement Learning.Pascal Klink, Carlo D'Eramo, Jan Peters, Joni Pajarinen
2022ICMLCurriculum Reinforcement Learning via Constrained Optimal Transport.Pascal Klink, Haoyi Yang, Carlo D'Eramo, Jan Peters, Joni Pajarinen
2022IJCNNPrioritized Sampling with Intrinsic Motivation in Multi-Task Reinforcement Learning.Carlo D'Eramo, Georgia Chalvatzaki
2021ICMLConvex Regularization in Monte-Carlo Tree Search.Tuan Dam, Carlo D'Eramo, Jan Peters, Joni Pajarinen
2021ICRAModel Predictive Actor-Critic: Accelerating Robot Skill Acquisition with Deep Reinforcement Learning.Andrew S. Morgan, Daljeet Nandha, Georgia Chalvatzaki, Carlo D'Eramo, Aaron M. Dollar, Jan Peters
2020ICLRSharing Knowledge in Multi-Task Deep Reinforcement Learning.Carlo D'Eramo, Davide Tateo, Andrea Bonarini, Marcello Restelli, Jan Peters
2020IJCAIGeneralized Mean Estimation in Monte-Carlo Tree Search.Tuan Dam, Pascal Klink, Carlo D'Eramo, Jan Peters, Joni Pajarinen
2019IJCNNExploiting Action-Value Uncertainty to Drive Exploration in Reinforcement Learning.Carlo D'Eramo, Andrea Cini, Marcello Restelli
2019IJCNNExploration Driven by an Optimistic Bellman Equation.Samuele Tosatto, Carlo D'Eramo, Joni Pajarinen, Marcello Restelli, Jan Peters
2017AAAIEstimating the Maximum Expected Value in Continuous Reinforcement Learning Problems.Carlo D'Eramo, Alessandro Nuara, Matteo Pirotta, Marcello Restelli
2017ICMLBoosted Fitted Q-Iteration.Samuele Tosatto, Matteo Pirotta, Carlo D'Eramo, Marcello Restelli
2016ICMLEstimating Maximum Expected Value through Gaussian Approximation.Carlo D'Eramo, Marcello Restelli, Alessandro Nuara