Jingcheng Pang
4 papers · 2020–2024 · 1 conference · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
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Cross-Pollinator
(14)
Conferences
NIPS (4)
Top co-authors
Keywords
offline reinforcement learning
(1)
imitation learning
(1)
domain adaptation
(1)
policy learning
(1)
instruction following
(1)
hierarchical reinforcement learning
(1)
regret minimization
(1)
inverse dynamics
(1)
off-policy reinforcement learning
(1)
offline learning
(1)
natural language
(1)
robot manipulation
(1)
expert demonstration
(1)
experience replay
(1)
temporal difference error
(1)
large language model
(1)
prioritized sampling
(1)
task language
(1)
language model rollout
(1)
goal translation
(1)
Papers
KALM: Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts
NIPS 2024
Natural Language Instruction-following with Task-related Language Development and Translation
NIPS 2023
Regret Minimization Experience Replay in Off-Policy Reinforcement Learning
NIPS 2021
Offline Imitation Learning with a Misspecified Simulator
NIPS 2020