Francisco S. Melo
9 papers · 2016–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (9) π Cross-Pollinator (12)
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
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Trend Setter
Conferences
AAAI (2)
ICML (2)
IJCAI (2)
NIPS (2)
RSS (1)
Top co-authors
Research topics
Keywords
multi-agent system
(2)
interactive learning
(1)
algorithm learning
(1)
bayesian inference
(1)
curriculum learning
(1)
human-robot interaction
(1)
collective decision making
(1)
model-based reinforcement learning
(1)
linear function approximation
(1)
partial observability
(1)
machine teaching
(1)
optimal teaching
(1)
multimodal representation learning
(1)
recurrent neural network
(1)
bayesian learning
(1)
problem scaling
(1)
embodied agent
(1)
multimodal representation
(1)
missing modality
(1)
contrastive learning
(1)
Papers
Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning via Predictive Observation Imputation (Abstract Reprint)
AAAI 2026
The Number of Trials Matters in Infinite-Horizon General-Utility Markov Decision Processes
ICML 2025
NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks
NIPS 2024
TEAMSTER: Model-Based Reinforcement Learning for Ad Hoc Teamwork (Abstract Reprint)
AAAI 2024
Geometric Multimodal Contrastive Representation Learning
ICML 2022
A new convergent variant of Q-learning with linear function approximation
NIPS 2020
The Dark Side of Embodiment - Teaming Up With Robots VS Disembodied Agents
RSS 2020
Interactive Optimal Teaching with Unknown Learners
IJCAI 2018
Synthesizing Robotic Handwriting Motion by Learning from Human Demonstrations
IJCAI 2016