Publications

Dylan Cope and Peter McBurney, 2024, Learning Translations: Emergent Communication Pretraining for Cooperative Language Acquisition, Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI-24)

Dylan Cope, 2024, Mimicry and the Emergence of Cooperative Communication, Proceedings of the 2024 Conference on Artificial Life (ALIFE24), MIT Press

Dylan Cope and Peter McBurney, 2024, Learning Translations: Emergent Communication Pretraining for Cooperative Language Acquisition, The Ad Hoc Teamwork Workshop at the 38th Annual AAAI Conference on Artificial Intelligence (WAHT@AAAI-24)

Ole Jorgenson, Dylan Cope, Nandi Schoots, and Murray Shanahan, 2024, Improving Activation Steering in Language Models with Mean-Centring, Human-Centric Representation Learning Workshop at the 38th Annual AAAI Conference on Artificial Intelligence (HCRL@AAAI-24)

Dylan Cope, Justin Svegliato, and Stuart Russell, 2023, Learning to Plan with Tree Search via Deep RL, Bridging the Gap Between AI Planning and Reinforcement Learning at the International Joint Conference on Artificial Intelligence (PRL@IJCAI23)

Dylan Cope, 2023, Real-time Evolution of Multicellularity with Artificial Gene Regulation, Proceedings of the 2023 Conference on Artificial Life (ALIFE23), MIT Press

Nandi Shoots and Dylan Cope, 2023, Low-Entropy Latent Variables Harm Out-of-Distribution Performance, International Conference on Learning Representations Domain Generalization Workshop (DomainGen@ICLR23)

Dylan Cope and Peter McBurney, 2022, Joining the Conversation: Towards Language Acquisition for Ad Hoc Team Play, the 5th Emergent Communication Workshop at the International Conference on Learning Representations (EmeCom@ICLR22)

Dylan Cope and Peter McBurney, 2021, A Measure of Explanatory Effectiveness, 1st International Workshop on Trusted Automated Decision-Making

Dylan Cope and Nandi Schoots, 2020, Learning to Communicate with Strangers via Channel Randomisation Methods, 4th NeurIPS Workshop on Emergent Communication