Russell Mendonca
8 papers · 2018–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π±
Topic Pioneer
π
Keyword Champion
(2)
π
Trend Setter
Conferences
NIPS (3)
CORL (2)
CVPR (1)
ICML (1)
RSS (1)
Top co-authors
Keywords
reinforcement learning
(3)
visual affordance
(2)
policy search
(2)
world model
(2)
imitation learning
(2)
robotic manipulation
(1)
visual representation
(1)
robot learning
(1)
model-based reinforcement learning
(1)
off-policy learning
(1)
disentangled representation
(1)
unsupervised skill discovery
(1)
fast adaptation
(1)
meta-reinforcement learning
(1)
exploration strategy
(1)
goal-conditioned reinforcement learning
(1)
structured noise
(1)
auxiliary loss
(1)
manipulation skill
(1)
goal reaching
(1)
Papers
Bimanual Dexterity for Complex Tasks
CORL 2024
Continuously Improving Mobile Manipulation with Autonomous Real-World RL
CORL 2024
Structured World Models from Human Videos
RSS 2023
Affordances From Human Videos as a Versatile Representation for Robotics
CVPR 2023
Efficient RL via Disentangled Environment and Agent Representations
ICML 2023
Discovering and Achieving Goals via World Models
NIPS 2021
Guided Meta-Policy Search
NIPS 2019
Meta-Reinforcement Learning of Structured Exploration Strategies
NIPS 2018