mlsanityData to 14 Oct 2026

From Intelligent Agents to Trustworthy Human-Centred Multiagent Systems

arXiv 2210.02260 ↗First posted 5 Oct 2022cs.MA cs.AIcited by 4

Not on the map. Why?

Abstract (arXiv)

The Agents, Interaction and Complexity research group at the University of Southampton has a long track record of research in multiagent systems (MAS). We have made substantial scientific contributions across learning in MAS, game-theoretic techniques for coordinating agent systems, and formal methods for representation and reasoning. We highlight key results achieved by the group and elaborate on recent work and open research challenges in developing trustworthy autonomous systems and deploying human-centred AI systems that aim to support societal good.

Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). Builds on 20 of its 127 references that are in the map. First posted on arXiv 5 Oct 2022.

Builds on

20 of 127 references.

References · 20

  1. 2014Robots that can adapt like animalscited by 204
  2. 2017Empirical Evaluation of Abstract Argumentation: Supporting the Need for Bipolar and Probabilistic Approachescited by 9
  3. 2018Blameworthiness in Strategic Gamescited by 9
  4. 2017Together We Know How to Achieve: An Epistemic Logic of Know-Howcited by 8
  5. 2020QED: using Quality-Environment-Diversity to evolve resilient robot swarmscited by 8
  6. 2016Stable Matching with Uncertain Linear Preferencescited by 6
  7. 2020Rapidly adapting robot swarms with Swarm Map-based Bayesian Optimisationcited by 6
  8. 2021Explicit Explore, Exploit, or Escape (E4): near-optimal safety-constrained reinforcement learning in polynomial timecited by 6
  9. 2017Strategic Coalitions with Perfect Recallcited by 5
  10. 2021Lifetime policy reuse and the importance of task capacitycited by 4
  11. 2019Intelligence in Strategic Gamescited by 3
  12. 2022A Polynomial-time Decentralised Algorithm for Coordinated Management of Multiple Intersectionscited by 3
8 more
  1. 2015Pareto Optimal Matchings in Many-to-Many Markets with Tiescited by 2
  2. 2013Subjective Logic Operators in Trust Assessment: an Empirical Studycited by 1
  3. 2014Size versus truthfulness in the House Allocation problemcited by 1
  4. 2017Armstrong's Axioms and Navigation Strategiescited by 1
  5. 2017Solving Hard Stable Matching Problems Involving Groups of Similar Agentscited by 1
  6. 2019Duty to Warn in Strategic Gamescited by 1
  7. 2020Mechanism Design for Efficient Online and Offline Allocation of Electric Vehicles to Charging Stationscited by 1
  8. 2021A Polynomial-time, Truthful, Individually Rational and Budget Balanced Ridesharing Mechanismcited by 1

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2023: 1; 2024: 0; 2025: 2; 2026: 1.

4 papers.

  1. 2025Multi-Agent Collaboration Mechanisms: A Survey of LLMscited by 431
  2. 2023Distributionally Robust Statistical Verification with Imprecise Neural Networkscited by 12
  3. 2025Simulating Human-Like Learning Dynamics with LLM-Empowered Agentscited by 3
  4. 2026Local-First Intelligence via Proactive SLM Collaborating with Feedback-Providing LLMcited by 2