Murray Campbell
17 papers · 2017–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (8) π Academic Marathon (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (8)
π
Cross-Pollinator
(8)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(37)
β‘
Prolific Year
(5)
π
Conference Pioneer
π₯
Unstoppable
(5)
β
The Questioner
π
Century Club
(17)
ποΈ
Keyword Collector
(76)
π
Trend Setter
Conferences
AAAI (4)
ICLR (3)
ACL (2)
EMNLP (2)
ICML (2)
IJCAI (2)
EACL (1)
IJCNLP (1)
Top co-authors
Keywords
reinforcement learning
(5)
text-based game
(3)
commonsense knowledge
(3)
graph representation
(2)
natural language understanding
(2)
reading comprehension
(2)
interactive fiction
(2)
policy optimization
(1)
imitation learning
(1)
multi-agent reinforcement learning
(1)
dataset creation
(1)
knowledge transfer
(1)
question answering
(1)
sequential decision making
(1)
structure learning
(1)
multi-task learning
(1)
machine reading comprehension
(1)
scalable learning
(1)
passage retrieval
(1)
bayesian inference
(1)
Papers
Position: Theory of Mind Benchmarks are Broken for Large Language Models
ICML 2025
On the generalization capacity of neural networks during generic multimodal reasoning
ICLR 2024
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning
EACL 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
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations
IJCNLP 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
Teaching AI Agents Ethical Values Using Reinforcement Learning and Policy Orchestration
IJCAI 2019
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering
EMNLP 2019
Learning to Teach in Cooperative Multiagent Reinforcement Learning
AAAI 2019
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering
ICLR 2018
Eigenoption Discovery through the Deep Successor Representation
ICLR 2018
Local-to-Global Bayesian Network Structure Learning
ICML 2017