Iou-Jen Liu
7 papers · 2019–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (11) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
Conferences
ICML (2)
NIPS (2)
CORL (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
deep reinforcement learning
(4)
multi-agent reinforcement learning
(2)
reinforcement learning
(2)
sample efficiency
(1)
imitation learning
(1)
knowledge distillation
(1)
visual navigation
(1)
embodied ai
(1)
privileged information
(1)
deep neural network
(1)
sparse reward
(1)
training stability
(1)
policy transfer
(1)
query language
(1)
permutation invariance
(1)
policy distillation
(1)
external knowledge
(1)
coordinated exploration
(1)
cooperative multi-agent exploration
(1)
normalized entropy
(1)
Papers
Asking for Knowledge (AFK): Training RL Agents to Query External Knowledge Using Language
ICML 2022
Bridging the Imitation Gap by Adaptive Insubordination
NIPS 2021
GridToPix: Training Embodied Agents With Minimal Supervision
ICCV 2021
Cooperative Exploration for Multi-Agent Deep Reinforcement Learning
ICML 2021
High-Throughput Synchronous Deep RL
NIPS 2020
Knowledge Flow: Improve Upon Your Teachers
ICLR 2019
PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning
CORL 2019