Carlo D'Eramo

Latest

• On the benefit of optimal transport for curriculum reinforcement learning
• Curriculum reinforcement learning via constrained optimal transport
• Boosted Curriculum Reinforcement Learning
• Long-Term Visitation Value for Deep Exploration in Sparse-Reward Reinforcement Learning
• A Probabilistic Interpretation of Self-Paced Learning with Applications to Reinforcement Learning
• Convex Regularization in Monte-Carlo Tree Search
• Self-Paced Deep Reinforcement Learning
• Generalized Mean Estimation in Monte-Carlo Tree Search