Search results

• 2024

  Improving Activation Steering in Language Models with Mean-Centring

  Jorgensen, O., Cope, D., Schoots, N. & Shanahan, M., 26 Feb 2024, Responsible Language Models Workshop (ReLM) at AAAI-24.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  File

  • Language Modeling 100%
  • Natural Language 100%
  • Large Language Model 33%
  52 Downloads (Pure)

• Learning Translations: Emergent Communication Pretraining for Cooperative Language Acquisition

  Cope, D. & McBurney, P., 2 Aug 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI-24).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  File

  • Language Acquisition 100%
  • Communities 60%
  • Coordination 60%
  • Problem 40%
  • Training 40%
  39 Downloads (Pure)

• Learning Translations: Emergent Communication Pretraining for Cooperative Language Acquisition

  Cope, D. & McBurney, P., 26 Feb 2024, Ad Hoc Teamwork Workshop at AAAI-24.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  File

  • Language Acquisition 100%
  • Communities 60%
  • Coordination 60%
  • Problem 40%
  • Training 40%
  29 Downloads (Pure)
• 2023

  Learning to Plan with Tree Search via Deep RL

  Cope, D., Svegliato, J. & Russell, S., 2023, (Accepted/In press) Bridging the Gap Between AI Planning and Reinforcement Learning Workshop (PRL @ IJCAI 2023) at the International Joint Conference on Artificial Intelligence.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  File

  • Tree Search 100%
  • Algorithms 33%
  • Computation 33%
  • Reinforcement Learning 33%
  • Deep Reinforcement Learning 33%
  104 Downloads (Pure)

• Low-Entropy Latent Variables Hurt Out-of-Distribution Performance

  Schoots, N. & Cope, D., 2023, (Accepted/In press) International Conference on Learning Representations 2023: Workshop on Domain Generalization.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  File

  • Learning 100%
  • Robustness 100%
  • Train 100%
  • Distribution 100%
  • Latent Variable 100%
  31 Downloads (Pure)

• Poster Presentation: Learning to Plan with Tree Search via Deep RL

  Cope, D., 20 Aug 2023, (Accepted/In press).

  Research output: Contribution to conference types › Poster › peer-review

  • Tree Search 100%
  • Algorithms 33%
  • Computation 33%
  • Reinforcement Learning 33%
  • Deep Reinforcement Learning 33%

• Poster Presentation: Learning to Plan with Tree Search via Deep RL

  Cope, D., 2023.

  Research output: Contribution to conference types › Poster

• Real-time Evolution of Multicellularity with Artificial Gene Regulation

  Cope, D., 30 Jul 2023, The International Conference on Artificial Life. MIT Press, p. 77-86 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  File

  • Evolution 100%
  • Cells 100%
  • Gene Control 100%
  • Channels 66%
  • Energy 50%
  17 Downloads (Pure)
• 2022

  Joining the Conversation: Towards Language Acquisition for Ad Hoc Team Play

  Cope, D. & McBurney, P., 2022, International Conference on Learning Representations 2022: Workshop on Emergent Communication.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  File

  • User 100%
  • Hidden Information 100%
  46 Downloads (Pure)
• 2021

  A Measure of Explanatory Effectiveness

  Cope, D. & McBurney, P., 2021, The 1st International Workshop on Trusted Automated Decision-Making (TADM) co-located with ETAPS 2021.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  File

  • Cooperative Game 100%
  • Internal State 50%
  • Conversation 50%
  30 Downloads (Pure)
• 2020

  Learning to Communicate with Strangers via Channel Randomisation Methods

  Cope, D. & Schoots, N., 2020, The 4th Workshop on Emergent Communication at the International Conference on Neural Information Processing (NeurIPS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  File

  • Learning 100%
  • Mutation 50%
  • Analysis 25%
  • Students 25%
  • Communication Channel 25%
  24 Downloads (Pure)