Murray Campbell
16 papers · 2017–2025 · 7 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 ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§
Keyword Pioneer
ποΈ
Keyword Collector
(87)
π
Trend Setter
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(15)
Core AI
(13)
Machine Learning
(8)
Reinforcement Learning
(6)
Natural Language Processing
(5)
Deep Learning
(4)
Applications Β· Natural Language Processing
(4)
Learning Types Β· Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Methods
(4)
Knowledge & Reasoning
(3)
Core Methods
(3)
Applications Β· Reinforcement Learning
(2)
Bayesian & Probabilistic
(2)
Optimization & Theory
(2)
Keywords
reinforcement learning
(5)
reading comprehension
(3)
commonsense knowledge
(2)
natural language understanding
(2)
interactive fiction
(2)
passage retrieval
(2)
text-based game
(2)
open-domain question answering
(2)
imitation learning
(1)
sequential decision making
(1)
multi-task learning
(1)
dataset creation
(1)
knowledge transfer
(1)
question answering
(1)
representation learning
(1)
structure learning
(1)
machine reading comprehension
(1)
scalable learning
(1)
bayesian inference
(1)
policy optimization
(1)
Papers
Position: Theory of Mind Benchmarks are Broken for Large Language Models
ICML 2025
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning
EACL 2024
On the generalization capacity of neural networks during generic multimodal reasoning
ICLR 2024
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions
ACL 2023
Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning
AAAI 2021
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations
ACL 2021
Mental Models of AI Agents in a Cooperative Game Setting (Extended Abstract)
IJCAI 2021
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
AAAI 2021
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning
EMNLP 2020
Hybrid Reinforcement Learning with Expert State Sequences
AAAI 2019
Learning to Teach in Cooperative Multiagent Reinforcement Learning
AAAI 2019
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering
EMNLP 2019
Teaching AI Agents Ethical Values Using Reinforcement Learning and Policy Orchestration
IJCAI 2019
Eigenoption Discovery through the Deep Successor Representation
ICLR 2018
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering
ICLR 2018
Local-to-Global Bayesian Network Structure Learning
ICML 2017