Runzhe Yang
7 papers · 2017–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Natural Language Processing
(3)
Reinforcement Learning
(3)
Generation
(3)
Methods
(3)
Learning Types
(2)
Deep Learning
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
reinforcement learning
(4)
dialogue policy
(3)
online learning
(3)
policy learning
(1)
efficient computing
(1)
instruction tuning
(1)
bellman equation
(1)
human teaching
(1)
multi-objective optimization
(1)
probabilistic model
(1)
policy adaptation
(1)
multi-objective reinforcement learning
(1)
conversational agent
(1)
inference throughput
(1)
theory of mind
(1)
self-attention network
(1)
cold-start problem
(1)
reward estimation
(1)
few-shot adaptation
(1)
deep q-network
(1)
Papers
COLLIE: Systematic Construction of Constrained Text Generation Tasks
ICLR 2024
DataMUX: Data Multiplexing for Neural Networks
NeurIPS 2022
Improving Dialog Systems for Negotiation with Personality Modeling
ACL 2021
A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation
NeurIPS 2019
Affordable On-line Dialogue Policy Learning
EMNLP 2017
Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning
EMNLP 2017
On-line Dialogue Policy Learning with Companion Teaching
EACL 2017