Alvaro Sanchez-Gonzalez
12 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(14)
π
Conference Polyglot
(3)
π
Academic Marathon
(5)
π€
Dynamic Duo
(11)
π
Century Club
(12)
π₯
Unstoppable
(6)
Conferences
ICLR (6)
ICML (5)
CORL (1)
Top co-authors
Keywords
graph network
(3)
physics simulation
(2)
graph neural network
(2)
physical simulation
(2)
message passing
(1)
system identification
(1)
trajectory optimization
(1)
model-based reinforcement learning
(1)
sequence segmentation
(1)
monte-carlo tree search
(1)
monte carlo tree search
(1)
sparse reward
(1)
forward simulation
(1)
object-centric representation
(1)
structured representation
(1)
particle system
(1)
physics engine
(1)
particle dynamics
(1)
contact dynamics
(1)
rigid body dynamics
(1)
Papers
Pre-training via Denoising for Molecular Property Prediction
ICLR 2023
Learning rigid dynamics with face interaction graph networks
ICLR 2023
Learned Simulators for Turbulence
ICLR 2022
Constraint-based graph network simulator
ICML 2022
Simple GNN Regularisation for 3D Molecular Property Prediction and Beyond
ICLR 2022
Graph network simulators can learn discontinuous, rigid contact dynamics
CORL 2022
Learning Mesh-Based Simulation with Graph Networks
ICLR 2021
Combining Q-Learning and Search with Amortized Value Estimates
ICLR 2020
Learning to Simulate Complex Physics with Graph Networks
ICML 2020
Structured agents for physical construction
ICML 2019
CompILE: Compositional Imitation Learning and Execution
ICML 2019
Graph Networks as Learnable Physics Engines for Inference and Control
ICML 2018