Lisa Lee
10 papers · 2017–2023 · 7 venues · across top CS/AI venues
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Achievements
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Research topics
Keywords
imitation learning
(2)
reinforcement learning
(2)
few-shot learning
(1)
multi-task learning
(1)
chain-of-thought reasoning
(1)
offline reinforcement learning
(1)
path planning
(1)
continuous control
(1)
knowledge transfer
(1)
weakly supervised learning
(1)
sample efficiency
(1)
policy learning
(1)
inverse reinforcement learning
(1)
value iteration
(1)
representation learning
(1)
reward function
(1)
stochastic process
(1)
spectral decomposition
(1)
efficient exploration
(1)
deep reinforcement learning
(1)
Papers
Guide Your Agent with Adaptive Multimodal Rewards
NeurIPS 2023
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control
CoRL 2023
Spectral Decomposition Representation for Reinforcement Learning
ICLR 2023
Multi-Game Decision Transformers
NeurIPS 2022
Embodied Multimodal Multitask Learning
IJCAI 2020
f-IRL: Inverse Reinforcement Learning via State Marginal Matching
CoRL 2020
Weakly-Supervised Reinforcement Learning for Controllable Behavior
NeurIPS 2020
Gated Path Planning Networks
ICML 2018
Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection
CVPR 2017
Dual Motion GAN for Future-Flow Embedded Video Prediction
ICCV 2017