Sam Devlin
Orcid: 0000-0002-7769-3090Affiliations:
- Microsoft Research, Cambridge, UK
According to our database1,
Sam Devlin
authored at least 79 papers
between 2009 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2023
CoRR, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
2022
IEEE Trans. Games, 2022
IEEE Trans. Games, 2022
Towards Flexible Inference in Sequential Decision Problems via Bidirectional Transformers.
CoRR, 2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the FDG '22: Proceedings of the 17th International Conference on the Foundations of Digital Games, 2022
Turning Zeroes into Non-Zeroes: Sample Efficient Exploration with Monte Carlo Graph Search.
Proceedings of the IEEE Conference on Games, CoG 2022, Beijing, 2022
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Adaptive Scaffolding in Block-Based Programming via Synthesizing New Tasks as Pop Quizzes.
Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022
Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Games, 2021
The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors.
CoRR, 2021
Strategically efficient exploration in competitive multi-agent reinforcement learning.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
Analytic Manifold Learning: Unifying and Evaluating Representations for Continuous Control.
CoRR, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the Eleventh International Conference on Computational Creativity, 2020
Proceedings of the FDG '20: International Conference on the Foundations of Digital Games, 2020
"It's Unwieldy and It Takes a Lot of Time" - Challenges and Opportunities for Creating Agents in Commercial Games.
Proceedings of the Sixteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2020
2019
IEEE Trans. Games, 2019
Softw. Syst. Model., 2019
Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the IEEE Conference on Games, 2019
Proceedings of the IEEE Conference on Games, 2019
MazeExplorer: A Customisable 3D Benchmark for Assessing Generalisation in Reinforcement Learning.
Proceedings of the IEEE Conference on Games, 2019
2018
Reward shaping for knowledge-based multi-objective multi-agent reinforcement learning.
Knowl. Eng. Rev., 2018
Proceedings of the 2018 ACM International Conference on Interactive Experiences for TV and Online Video, 2018
2017
Knowl. Eng. Rev., 2017
Policy invariance under reward transformations for multi-objective reinforcement learning.
Neurocomputing, 2017
Win Prediction in Esports: Mixed-Rank Match Prediction in Multi-player Online Battle Arena Games.
CoRR, 2017
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Knowl. Eng. Rev., 2016
Knowl. Eng. Rev., 2016
Auton. Agents Multi Agent Syst., 2016
Using association rule mining to predict opponent deck content in android: Netrunner.
Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016
Multi-Objective Dynamic Dispatch Optimisation using Multi-Agent Reinforcement Learning: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
Proceedings of the Twelfth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2016
2015
IEEE Trans. Comput. Intell. AI Games, 2015
Distributed reinforcement learning for adaptive and robust network intrusion response.
Connect. Sci., 2015
Type Inference Using Concrete Syntax Properties in Flexible Model-Driven Engineering.
Proceedings of the Workshop on Flexible Model Driven Engineering co-located with ACM/IEEE 18th International Conference on Model Driven Engineering Languages & Systems (MoDELS 2015), 2015
Proceedings of the Modelling Foundations and Applications - 11th European Conference, 2015
Predicting player disengagement and first purchase with event-frequency based data representation.
Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Proceedings of the Collaborative Systems for Smart Networked Environments, 2014
Proceedings of the Computer Games - Third Workshop on Computer Games, 2014
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014
Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
2013
Potential-based reward shaping for knowledge-based, multi-agent reinforcement learning.
PhD thesis, 2013
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
2011
An Empirical Study of Potential-Based Reward Shaping and Advice in Complex, Multi-Agent Systems.
Adv. Complex Syst., 2011
Theoretical considerations of potential-based reward shaping for multi-agent systems.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
2009
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2009