Pengjie Gu
10 papers · 2019–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (23)
π₯
Mega-Team Β· Squad
π
Keyword Champion
(2)
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Keywords
offline reinforcement learning
(2)
reinforcement learning
(2)
cooperative task
(2)
partial observability
(2)
ad hoc teamwork
(2)
credit assignment
(2)
spiking neural network
(1)
off-policy evaluation
(1)
representation learning
(1)
temporal learning
(1)
discrete representation
(1)
value estimation
(1)
learning to rank
(1)
latent representation
(1)
out-of-distribution action
(1)
policy gradient
(1)
variational autoencoder
(1)
latent variable
(1)
domain generalization
(1)
multi-agent reinforcement learning
(1)
Papers
Cradle: Empowering Foundation Agents towards General Computer Control
ICML 2025
Improving Unsupervised Hierarchical Representation with Reinforcement Learning
CVPR 2024
PoRank: A Practical Framework for Learning to Rank Policies
IJCAI 2024
Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation Tree
ICML 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
NeurIPS 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