João Carvalho
4 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
AISTATS (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(1)
motion planning
(1)
sample efficiency
(1)
domain generalization
(1)
anomaly detection
(1)
density estimation
(1)
policy gradient
(1)
bellman equation
(1)
nonparametric regression
(1)
trajectory optimization
(1)
distribution shift
(1)
off-policy learning
(1)
robot manipulation
(1)
diffusion model
(1)
invariant representation
(1)
bspline curve
(1)
Papers
Motion Planning Diffusion: Learning and Adapting Robot Motion Planning with Diffusion Models (Abstract Reprint)
AAAI 2026
Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective
NIPS 2023
Diminishing Return of Value Expansion Methods in Model-Based Reinforcement Learning
ICLR 2023
A Nonparametric Off-Policy Policy Gradient
AISTATS 2020