Empirical evaluation methods for multiobjective reinforcement learning algorithms
Vamplew, Peter, Dazeley, Richard, Berry, Adam, Issabekov, Rustam, Dekker, Evan
Published in Machine learning (01.07.2011)
Published in Machine learning (01.07.2011)
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Journal Article
A practical guide to multi-objective reinforcement learning and planning
Hayes, Conor F., Rădulescu, Roxana, Bargiacchi, Eugenio, Källström, Johan, Macfarlane, Matthew, Reymond, Mathieu, Verstraeten, Timothy, Zintgraf, Luisa M., Dazeley, Richard, Heintz, Fredrik, Howley, Enda, Irissappane, Athirai A., Mannion, Patrick, Nowé, Ann, Ramos, Gabriel, Restelli, Marcello, Vamplew, Peter, Roijers, Diederik M.
Published in Autonomous agents and multi-agent systems (01.04.2022)
Published in Autonomous agents and multi-agent systems (01.04.2022)
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Journal Article
Deep Reinforcement Learning with Interactive Feedback in a Human–Robot Environment
Moreira, Ithan, Rivas, Javier, Cruz, Francisco, Dazeley, Richard, Ayala, Angel, Fernandes, Bruno
Published in Applied sciences (01.08.2020)
Published in Applied sciences (01.08.2020)
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Journal Article
A NetHack Learning Environment Language Wrapper for Autonomous Agents
Goodger, Nikolaj, Vamplew, Peter, Foale, Cameron, Dazeley, Richard
Published in Journal of open research software (13.06.2023)
Published in Journal of open research software (13.06.2023)
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Journal Article
An Evaluation Methodology for Interactive Reinforcement Learning with Simulated Users
Bignold, Adam, Cruz, Francisco, Dazeley, Richard, Vamplew, Peter, Foale, Cameron
Published in Biomimetics (Basel, Switzerland) (09.02.2021)
Published in Biomimetics (Basel, Switzerland) (09.02.2021)
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Journal Article
Explainable reinforcement learning for broad-XAI: a conceptual framework and survey
Dazeley, Richard, Vamplew, Peter, Cruz, Francisco
Published in Neural computing & applications (01.08.2023)
Published in Neural computing & applications (01.08.2023)
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Journal Article
Levels of explainable artificial intelligence for human-aligned conversational explanations
Dazeley, Richard, Vamplew, Peter, Foale, Cameron, Young, Charlotte, Aryal, Sunil, Cruz, Francisco
Published in Artificial intelligence (01.10.2021)
Published in Artificial intelligence (01.10.2021)
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Journal Article
Human-aligned artificial intelligence is a multiobjective problem
Vamplew, Peter, Dazeley, Richard, Foale, Cameron, Firmin, Sally, Mummery, Jane
Published in Ethics and information technology (01.03.2018)
Published in Ethics and information technology (01.03.2018)
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Journal Article
Overcoming weaknesses of density peak clustering using a data-dependent similarity measure
Rasool, Zafaryab, Aryal, Sunil, Bouadjenek, Mohamed Reda, Dazeley, Richard
Published in Pattern recognition (01.05.2023)
Published in Pattern recognition (01.05.2023)
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Journal Article
Softmax exploration strategies for multiobjective reinforcement learning
Vamplew, Peter, Dazeley, Richard, Foale, Cameron
Published in Neurocomputing (Amsterdam) (08.11.2017)
Published in Neurocomputing (Amsterdam) (08.11.2017)
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Journal Article
Elastic step DQN: A novel multi-step algorithm to alleviate overestimation in Deep Q-Networks
Ly, Adrian, Dazeley, Richard, Vamplew, Peter, Cruz, Francisco, Aryal, Sunil
Published in Neurocomputing (Amsterdam) (01.04.2024)
Published in Neurocomputing (Amsterdam) (01.04.2024)
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Journal Article
Persistent rule-based interactive reinforcement learning
Bignold, Adam, Cruz, Francisco, Dazeley, Richard, Vamplew, Peter, Foale, Cameron
Published in Neural computing & applications (01.11.2023)
Published in Neural computing & applications (01.11.2023)
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Journal Article
The impact of environmental stochasticity on value-based multiobjective reinforcement learning
Vamplew, Peter, Foale, Cameron, Dazeley, Richard
Published in Neural computing & applications (01.02.2022)
Published in Neural computing & applications (01.02.2022)
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Journal Article
A Survey of Multi-Objective Sequential Decision-Making
Roijers, D. M., Vamplew, P., Whiteson, S., Dazeley, R.
Published in The Journal of artificial intelligence research (01.01.2013)
Published in The Journal of artificial intelligence research (01.01.2013)
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Journal Article