Pengjie Gu
10 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π Conference Polyglot (5) π Academic Marathon (6) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π₯
Mega-Team
(28)
π
Century Club
(10)
Conferences
ICML (4)
ICLR (2)
IJCAI (2)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
offline reinforcement learning
(2)
causal inference
(1)
representation learning
(1)
reinforcement learning
(1)
off-policy evaluation
(1)
domain generalization
(1)
policy gradient
(1)
learning to rank
(1)
temporal learning
(1)
partial observability
(1)
value estimation
(1)
spiking neural network
(1)
latent representation
(1)
variational autoencoder
(1)
out-of-distribution action
(1)
credit assignment
(1)
discrete representation
(1)
teammate modeling
(1)
posterior collapse
(1)
ad hoc teamwork
(1)
Papers
Cradle: Empowering Foundation Agents towards General Computer Control
ICML 2025
Improving Unsupervised Hierarchical Representation with Reinforcement Learning
CVPR 2024
Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation Tree
ICML 2024
PoRank: A Practical Framework for Learning to Rank Policies
IJCAI 2024
Solving Homogeneous and Heterogeneous Cooperative Tasks with Greedy Sequential Execution
ICLR 2024
Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification
ICML 2023
Offline RL with Discrete Proxy Representations for Generalizability in POMDPs
NIPS 2023
Learning Pseudometric-based Action Representations for Offline Reinforcement Learning
ICML 2022
Online Ad Hoc Teamwork under Partial Observability
ICLR 2022
STCA: Spatio-Temporal Credit Assignment with Delayed Feedback in Deep Spiking Neural Networks
IJCAI 2019