Joseph J Lim
17 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29) 👥 Mega-Team · Legion 🗃️ Keyword Collector (75)
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Keywords
imitation learning
(4)
robot manipulation
(4)
sample efficiency
(4)
reinforcement learning
(3)
contrastive learning
(2)
long-horizon planning
(2)
long-horizon task
(2)
offline reinforcement learning
(1)
knowledge distillation
(1)
semi-supervised learning
(1)
self-supervised learning
(1)
domain randomization
(1)
message passing
(1)
continuous control
(1)
stream-based learning
(1)
scalable learning
(1)
skill chaining
(1)
generalization ability
(1)
reward function
(1)
model-based reinforcement learning
(1)
Papers
QMP: Q-switch Mixture of Policies for Multi-Task Behavior Sharing
ICLR 2025
ReWiND: Language-Guided Rewards Teach Robot Policies without New Demonstrations
CoRL 2025
Subtask-Aware Visual Reward Learning from Segmented Demonstrations
ICLR 2025
DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset
RSS 2024
EXTRACT: Efficient Policy Learning by Extracting Transferable Robot Skills from Offline Data
CoRL 2024
FurnitureBench: Reproducible Real-World Benchmark for Long-Horizon Complex Manipulation
RSS 2023
PATO: Policy Assisted TeleOperation for Scalable Robot Data Collection
RSS 2023
Cross-Domain Transfer via Semantic Skill Imitation
CoRL 2022
Know Your Action Set: Learning Action Relations for Reinforcement Learning
ICLR 2022
Skill-based Meta-Reinforcement Learning
ICLR 2022
Skill-based Model-based Reinforcement Learning
CoRL 2022
Task-Induced Representation Learning
ICLR 2022
Adversarial Skill Chaining for Long-Horizon Robot Manipulation via Terminal State Regularization
CoRL 2021
Demonstration-Guided Reinforcement Learning with Learned Skills
CoRL 2021
Distilling Motion Planner Augmented Policies into Visual Control Policies for Robot Manipulation
CoRL 2021
Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning
ICML 2021
Policy Transfer across Visual and Dynamics Domain Gaps via Iterative Grounding
RSS 2021