Homer Rich Walke
11 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (15)
π₯
Mega-Team
(98)
π€
Dynamic Duo
(11)
π
Century Club
(11)
β‘
Prolific Year
(7)
Conferences
CORL (7)
ICLR (2)
RSS (2)
Top co-authors
Keywords
robot manipulation
(3)
domain generalization
(2)
offline reinforcement learning
(2)
imitation learning
(2)
goal-conditioned policy
(2)
representation learning
(2)
generalization ability
(1)
policy training
(1)
vision-language model
(1)
reward shaping
(1)
embedding alignment
(1)
subgoal planning
(1)
visual input
(1)
skill adaptation
(1)
language interface
(1)
offline dataset
(1)
prior datum
(1)
transformer-based policy
(1)
policy finetuning
(1)
demonstration datum
(1)
Papers
DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset
RSS 2024
Autonomous Improvement of Instruction Following Skills via Foundation Models
CORL 2024
Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
ICLR 2024
Stabilizing Contrastive RL: Techniques for Robotic Goal Reaching from Offline Data
ICLR 2024
Octo: An Open-Source Generalist Robot Policy
RSS 2024
Scaling Cross-Embodied Learning: One Policy for Manipulation, Navigation, Locomotion and Aviation
CORL 2024
Evaluating Real-World Robot Manipulation Policies in Simulation
CORL 2024
BridgeData V2: A Dataset for Robot Learning at Scale
CORL 2023
Goal Representations for Instruction Following: A Semi-Supervised Language Interface to Control
CORL 2023
Donβt Start From Scratch: Leveraging Prior Data to Automate Robotic Reinforcement Learning
CORL 2022
Generalization with Lossy Affordances: Leveraging Broad Offline Data for Learning Visuomotor Tasks
CORL 2022