← Authors

Murray Campbell

17 papers · 2017–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (8) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (37) ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (5) ❓ The Questioner πŸ’Ž Century Club (17) πŸ—ƒοΈ Keyword Collector (76) πŸ“ˆ Trend Setter

Conferences

AAAI (4) ICLR (3) ACL (2) EMNLP (2) ICML (2) IJCAI (2) EACL (1) IJCNLP (1)

Top co-authors

Xiaoxiao Guo (6) Gerald Tesauro (5) Mo Yu (5) Keerthiram Murugesan (4) Shiyu Chang (4) Kartik Talamadupula (4) Pavan Kapanipathi (3) Miao Liu (3) Mrinmaya Sachan (3) Sadhana Kumaravel (3)

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