Search Results for author: Elizaveta Tennant

Found 3 papers, 1 papers with code

Dynamics of Moral Behavior in Heterogeneous Populations of Learning Agents

no code implementations7 Mar 2024 Elizaveta Tennant, Stephen Hailes, Mirco Musolesi

In multi-agent (social) environments, complex population-level phenomena may emerge from interactions between individual learning agents.

Learning Machine Morality through Experience and Interaction

no code implementations4 Dec 2023 Elizaveta Tennant, Stephen Hailes, Mirco Musolesi

In particular, we present three case studies of recent works which use learning from experience (i. e., Reinforcement Learning) to explicitly provide moral principles to learning agents - either as intrinsic rewards, moral logical constraints or textual principles for language models.

Ethics

Modeling Moral Choices in Social Dilemmas with Multi-Agent Reinforcement Learning

2 code implementations20 Jan 2023 Elizaveta Tennant, Stephen Hailes, Mirco Musolesi

In particular, we believe that an interesting and insightful starting point is the analysis of emergent behavior of Reinforcement Learning (RL) agents that act according to a predefined set of moral rewards in social dilemmas.

Multi-agent Reinforcement Learning reinforcement-learning +1

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