OOIR: Observatory of International Research

Papers

(The TQCC of Autonomous Agents and Multi-Agent Systems is 4. 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 2020-04-01 to 2024-04-01.)

Article	Citations
A practical guide to multi-objective reinforcement learning and planning	66
Logic-based technologies for multi-agent systems: a systematic literature review	46
Towards a framework for certification of reliable autonomous systems	38
The first twenty years of agent-based software development with JADE	32
STRATA: unified framework for task assignments in large teams of heterogeneous agents	26
Agent programming in the cognitive era	24
Trust repair in human-agent teams: the effectiveness of explanations and expressing regret	21
Formal verification of group and propagated trust in multi-agent systems	18
Electric vehicle charging strategy study and the application on charging station placement	16
Multi-UAV planning for cooperative wildfire coverage and tracking with quality-of-service guarantees	12
Designing empathic virtual agents: manipulating animation, voice, rendering, and empathy to create persuasive agents	11
Fair allocation of indivisible goods and chores	11
Real-time multi-agent systems: rationality, formal model, and empirical results	11
Scalar reward is not enough: a response to Silver, Singh, Precup and Sutton (2021)	10
Formal verification of neural agents in non-deterministic environments	10
ANEGMA: an automated negotiation model for e-markets	9
Assisting humans in privacy management: an agent-based approach	9
Runtime revision of sanctions in normative multi-agent systems	9
Emotion contagion in agent-based simulations of crowds: a systematic review	9
An explainable assistant for multiuser privacy	9
Picky losers and carefree winners prevail in collective risk dilemmas with partner selection	9
AVDM: A hierarchical command-and-control system architecture for cooperative autonomous vehicles in highways scenario using microscopic simulations	8
Voting with random classifiers (VORACE): theoretical and experimental analysis	8
Multi-agent active information gathering in discrete and continuous-state decentralized POMDPs by policy graph improvement	8
Modelling and verification of reconfigurable multi-agent systems	7

Quantifying the effects of environment and population diversity in multi-agent reinforcement learning	7
Efficient policy detecting and reusing for non-stationarity in Markov games	7
Higher-order theory of mind is especially useful in unpredictable negotiations	7
A genetic algorithm based framework for local search algorithms for distributed constraint optimization problems	7
What values should an agent align with?	6
Enabling scalable and fault-tolerant multi-agent systems by utilizing cloud-native computing	6
Interactively shaping robot behaviour with unlabeled human instructions	6
Candidate selections with proportional fairness constraints	6
Exploring the influence of a user-specific explainable virtual advisor on health behaviour change intentions	6
Revenue maximizing markets for zero-day exploits	6
Explaining BDI agent behaviour through dialogue	6
Stable roommates with narcissistic, single-peaked, and single-crossing preferences	5
Accountability in multi-agent organizations: from conceptual design to agent programming	5
Optimal action sequence generation for assistive agents in fixed horizon tasks	5
Maximin fairness with mixed divisible and indivisible goods	5
Learning structured communication for multi-agent reinforcement learning	5
Mandrake: multiagent systems as a basis for programming fault-tolerant decentralized applications	5
Recent advances in leveraging human guidance for sequential decision-making tasks	5
Strategic facility location problems with linear single-dipped and single-peaked preferences	5
Playing Atari with few neurons	4
Towards completing the puzzle: complexity of control by replacing, adding, and deleting candidates or voters	4
Automatic calibration of dynamic and heterogeneous parameters in agent-based models	4
Towards explainable interactive multiobjective optimization: R-XIMO	4
Large-scale agent-based simulations of online social networks	4
Towards addressing dynamic multi-agent task allocation in law enforcement	4
Topological influence and locality in swap schelling games	4
Concurrent local negotiations with a global utility function: a greedy approach	4