Muning Wen
11 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π£ Hot Topic Early Bird π Conference Polyglot (7) π Cross-Pollinator (14)
πΊοΈ
Taxonomy Completionist
(14)
π
Grand Slam
π₯
Unstoppable
(5)
π
Century Club
(11)
β‘
Prolific Year
(5)
Conferences
ICLR (3)
NIPS (3)
AAAI (1)
ACL (1)
ICML (1)
JMLR (1)
RSS (1)
Top co-authors
Keywords
reinforcement learning
(3)
multi-agent reinforcement learning
(3)
few-shot learning
(1)
offline reinforcement learning
(1)
policy optimization
(1)
sim-to-real transfer
(1)
policy gradient
(1)
llm evaluation
(1)
humanoid robot
(1)
parallel computing
(1)
exploration exploitation
(1)
variance reduction
(1)
optimal baseline
(1)
language model
(1)
gradient estimator
(1)
proximal policy optimization
(1)
on-policy learning
(1)
sequence model
(1)
credit assignment
(1)
multi-turn dialogue
(1)
Papers
Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning
ICLR 2025
HammerBench: Fine-Grained Function-Calling Evaluation in Real Mobile Assistant Scenarios
ACL 2025
Learning Humanoid Standing-up Control across Diverse Postures
RSS 2025
Robust Function-Calling for On-Device Language Model via Function Masking
ICLR 2025
Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term Estimation
AAAI 2025
Reinforcing LLM Agents via Policy Optimization with Action Decomposition
NIPS 2024
AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training
ICML 2024
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning
JMLR 2023
Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning
ICLR 2022
Multi-Agent Reinforcement Learning is a Sequence Modeling Problem
NIPS 2022
Settling the Variance of Multi-Agent Policy Gradients
NIPS 2021