OOIR: Observatory of International Research

Papers

(The median citation count of Autonomous Agents and Multi-Agent Systems is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)

Article	Citations
Tackling school segregation with transportation network interventions: an agent-based modelling approach	137
Optimal matchings with one-sided preferences: fixed and cost-based quotas	41
Accountability in multi-agent organizations: from conceptual design to agent programming	39
A framework for trust-related knowledge transfer in human–robot interaction	33
On-line estimators for ad-hoc task execution: learning types and parameters of teammates for effective teamwork	29
Parameterized complexity of multiwinner determination: more effort towards fixed-parameter tractability	23
Online Markov decision processes with non-oblivious strategic adversary	19
A formal testing method for multi-agent systems using colored Petri nets	19
Diffusion auction design with transaction costs	16
Information elicitation mechanisms for Bayesian auctions	15
Safe Pareto improvements for delegated game playing	12
Adaptation Procedure in misinformation games	12
Solving multi-agent games on networks	12
Fairness criteria for allocating indivisible chores: connections and efficiencies	11
An efficient Bayesian learning-based opponent model considering parametric interrelation in automated bilateral multi-issue negotiation	11
Changing criteria weights to achieve fair VIKOR ranking: a postprocessing reranking approach	11
Deploying vaccine distribution sites for improved accessibility and equity to support pandemic response	10
Warmth and competence in human-agent cooperation	10
AEGIS-RL: Abstract, Explainable Graphs for Integrated Safety in RL	10
Generosity and forgiveness: The importance of nuanced reputation	9
On fair and efficient solutions for budget apportionment	9
An introduction to computational argumentation research from a human argumentation perspective	9
A multi-objective goal-oriented reinforcement learning algorithm for dynamic multi-objective sequential decision making	9
A normative approach for resilient multiagent systems	9
Computing exact optimal covers for cover function games with approximate ordinal input	8

One-sided matching markets with endowments: equilibria and algorithms	8
A survey of multi-agent deep reinforcement learning with communication	8
Relationship design for socially-aware behavior in static games	7
Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments	7
The complexity of verifying popularity and strict popularity in altruistic hedonic games	6
Equitability and welfare maximization for allocating indivisible items	6
Accelerating deep reinforcement learning via knowledge-guided policy network	6
Multivariate algorithmics for eliminating envy by donating goods	6
$$\textsf {EFX}$$ allocations and orientations on bipartite multi-graphs: a complete picture	6
Theoretical properties of the MiCRO negotiation strategy	5
Using psychological characteristics of situations for social situation comprehension in support agents	5
Fast approximate bi-objective Pareto sets with quality bounds	5
Chat with UAV – human-UAV interaction based on large language models	5
The Cost and Complexity of Minimizing Envy in House Allocation	5
RGS$$^\oplus $$: RDF graph synchronization for collaborative robotics	5
Testing BDI-based multi-agent systems using discrete event simulation	5
Towards interactive explanation-based nutrition virtual coaching systems	4
A refined complexity analysis of fair districting over graphs	4
Efficiently reconfiguring a connected swarm of labeled robots	4
Differentially private multi-agent constraint optimization	4
A game-theoretic approach for hierarchical epidemic control	4
Generalized policy improvement for efficient and robust multi-objective reinforcement learning	4
Coordinating monetary contributions in participatory budgeting	4
Effect of asynchronous execution and imperfect communication on max-sum belief propagation	4
$$\varepsilon $$-retraining reinforcement learning algorithms	4
Aggregating bipolar opinions through bipolar assumption-based argumentation	4
Diversity-seeking jump games in networks	4
Strategyproof facility location with prediction: minimizing the maximum cost	3
The distortion of threshold approval matching	3
Equilibria in schelling games: computational hardness and robustness	3
Hedonic seat arrangement problems	3
GRAPE-S: near real-time coalition formation for multiple service collectives	3
Computing balanced solutions for large international kidney exchange schemes	3
La VIDA: towards a motivated goal reasoning agent	3
GenSynthPop: generating a spatially explicit synthetic population of individuals and households from aggregated data	3
Ability and knowledge: from epistemic transition systems to labelled stit models	3
Resource allocation under the latin square constraint	3
Algorithms for partially robust team formation	3
Correction: Warmth and competence in human-agent cooperation	3
Graphical house allocation with identical valuations	2
Augmenting the action space with conventions to improve multi-agent cooperation in Hanabi	2
Epistemic selection of costly alternatives: the case of participatory budgeting	2
Enhancing sentiment analysis accuracy: strategic pre-calibration to mitigate anchoring bias	2
Reflexive anticipatory reasoning by BDI agents	2
Connected coordinated motion planning with bounded stretch	2
Decentralized multi-agent path finding framework and strategies based on automated negotiation	2
Confidence-Based curricula for multi-agent path finding via reinforcement learning	2
Investigating the impact of direct punishment on the emergence of cooperation in multi-agent reinforcement learning systems	2
Team-wise effective communication in multi-agent reinforcement learning	2
Assimilating human feedback from autonomous vehicle interaction in reinforcement learning models	2

Optimizing node selection in search based multi-agent path finding	2
Geometric freeze-tag problem	2
Correction: Epistemic selection of costly alternatives: the case of participatory budgeting	2
Logic-based cognitive planning for conversational agents	2
Learning structured communication for multi-agent reinforcement learning	2
Towards combining commonsense reasoning and knowledge acquisition to guide deep learning	2
Teacher-apprentices RL (TARL): leveraging complex policy distribution through generative adversarial hypernetwork in reinforcement learning	2
Distributed concurrent triangulation for a group of low-cost robots with bearing-only sensing	2
Hardness of candidate nomination	1
Green disclosure policies and market dynamics: evidence from agent-based ESG models	1
Parameterized complexity of candidate nomination for elections based on positional scoring rules	1
Balancing fairness and efficiency in traffic routing via interpolated traffic assignment	1
Full communication memory networks for team-level cooperation learning	1
On preferences and reward policies over rankings	1
The parameterized complexity of manipulating Top Trading Cycles	1
Actor-critic multi-objective reinforcement learning for non-linear utility functions	1
GR-MADRL: a multi-agent deep reinforcement learning framework with hamiltonian optimization for task offloading in vehicular fog computing	1
Preference-based multi-objective multi-agent path finding	1
Topological influence and locality in swap schelling games	1
Model-free reinforcement learning for motion planning of autonomous agents with complex tasks in partially observable environments	1
Egalitarian judgment aggregation	1
Maximin shares under cardinality constraints	1
Strategyproof facility location mechanisms on discrete trees	1
Generating and choosing organisations for multi-agent systems	1
Quantification of transfer in reinforcement learning via regret bounds for learning agents	1
Non-chaotic limit sets in multi-agent learning	1
Reducing disclosed dependencies in privacy preserving planning	1
Metric distortion under group-fair objectives	1
Open-ended coordination for multi-agent systems using modular open policies	1
Temporal network creation games: the impact of non-locality and terminals	1
Multi-stage generalized deferred acceptance mechanism: Strategyproof mechanism for handling general hereditary constraints	1
Improving scalability of multi-agent deep reinforcement learning with suboptimal human knowledge	1
Low variance trust region optimization with independent actors and sequential updates in cooperative multi-agent reinforcement learning	1
Scaling multi-agent reinforcement learning to full 11 versus 11 simulated robotic football	1
Entropy based blending of policies for multi-agent coexistence	1
Uniformly constrained reinforcement learning	1
A Hotelling-Downs game for strategic candidacy with binary issues	1
Strategic classification for non-uniform preferences using penalty labels and randomisation	1
Beyond the echo chamber: modelling open-mindedness in citizens’ assemblies	1
Concise representations and complexity results for welfare-maximizing combinatorial assignment	1