Francesco Faccio
10 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5)
π
Academic Marathon
(7)
π
Interdisciplinary Bridge
π
Grand Slam
π₯
Unstoppable
(5)
π
Century Club
(10)
Conferences
ICML (4)
AAAI (2)
NIPS (2)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(2)
policy optimization
(2)
policy learning
(1)
video understanding
(1)
importance sampling
(1)
policy search
(1)
continuous control
(1)
short-term memory
(1)
weight sharing
(1)
neural ordinary differential equation
(1)
goal-conditioned reinforcement learning
(1)
neural differential equation
(1)
sequence processing
(1)
controlled differential equation
(1)
model-free learning
(1)
parameter space exploration
(1)
goal-conditioned learning
(1)
global optimum
(1)
reward-weighted regression
(1)
neural network
(1)
Papers
Scaling Value Iteration Networks to 5000 Layers for Extreme Long-Term Planning
ICML 2025
GPTSwarm: Language Agents as Optimizable Graphs
ICML 2024
Learning Useful Representations of Recurrent Neural Network Weight Matrices
ICML 2024
Highway Value Iteration Networks
ICML 2024
Learning to Identify Critical States for Reinforcement Learning from Videos
ICCV 2023
Goal-Conditioned Generators of Deep Policies
AAAI 2023
Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules
NIPS 2022
Reward-Weighted Regression Converges to a Global Optimum
AAAI 2022
Parameter-Based Value Functions
ICLR 2021
Policy Optimization via Importance Sampling
NIPS 2018