researcher

Francisco S. Melo

INESC-ID and Instituto Superior Técnico, University of Lisbon

13 papers hereh-index 272.7k citations152 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

first author1
middle author8
last author4

Across the 13 of 13 papers where every author was matched, so the position is known.

fields

affiliations

INESC-ID and Instituto Superior Técnico, University of Lisbon

Homepage

same name

Francisco S. Melo — 9 papers, h 2
Francisco S. Melo — 6 papers, h 5
Francisco S. Melo — 3 papers, h 6
Francisco S. Melo — 1 paper, h 0
Francisco S. Melo — 1 paper, h 0

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20132023

most citedA Game AI Competition to foster Collaborative AI research and development

14 citations · 33 across the 12 of their papers we have counts for

collaborators

Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Multi-Bellman operator for convergence of $Q$ -learning with linear function approximation

Diogo S. Carvalho, Pedro A. Santos, Francisco S. Melo

We study the convergence of $Q$ -learning with linear function approximation. Our key contribution is the introduction of a novel multi-Bellman operator that extends the traditional…

cs.LG2023

Interactively Teaching an Inverse Reinforcement Learner with Limited Feedback

Rustam Zayanov, Francisco S. Melo, Manuel Lopes

We study the problem of teaching via demonstrations in sequential decision-making tasks. In particular, we focus on the situation when the teacher has no access to the learner's mo…

Multi-Bellman operator for convergence of Q-learning with linear function approximation

Interactively Teaching an Inverse Reinforcement Learner with Limited Feedback

Multi-Bellman operator for convergence of $Q$ -learning with linear function approximation