ABIDES-Gym: Gym Environments for Multi-Agent Discrete Event Simulation and Application to Financial Markets
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Nelson Minar & Rogert Burkhart & Chris Langton & Manor Askenazi, 1996. "The Swarm Simulation System: A Toolkit for Building Multi-Agent Simulations," Working Papers 96-06-042, Santa Fe Institute.
- R.J. Aumann & S. Hart (ed.), 2002.
"Handbook of Game Theory with Economic Applications,"
Handbook of Game Theory with Economic Applications,
Elsevier,
edition 1, volume 3, number 3.
- R.J. Aumann & S. Hart (ed.), 1994. "Handbook of Game Theory with Economic Applications," Handbook of Game Theory with Economic Applications, Elsevier, edition 1, volume 2, number 2.
- R.J. Aumann & S. Hart (ed.), 1992. "Handbook of Game Theory with Economic Applications," Handbook of Game Theory with Economic Applications, Elsevier, edition 1, volume 1, number 1.
- Tucker Hybinette Balch & Mahmoud Mahfouz & Joshua Lockhart & Maria Hybinette & David Byrd, 2019. "How to Evaluate Trading Strategies: Single Agent Market Replay or Multiple Agent Interactive Simulation?," Papers 1906.12010, arXiv.org.
- Svitlana Vyetrenko & David Byrd & Nick Petosa & Mahmoud Mahfouz & Danial Dervovic & Manuela Veloso & Tucker Hybinette Balch, 2019. "Get Real: Realism Metrics for Robust Limit Order Book Market Simulations," Papers 1912.04941, arXiv.org.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Selim Amrouni & Aymeric Moulin & Tucker Balch, 2022. "CTMSTOU driven markets: simulated environment for regime-awareness in trading policies," Papers 2202.00941, arXiv.org, revised Feb 2022.
- Saizhuo Wang & Hang Yuan & Leon Zhou & Lionel M. Ni & Heung-Yeung Shum & Jian Guo, 2023. "Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment," Papers 2308.00016, arXiv.org.
- Penghang Liu & Kshama Dwarakanath & Svitlana S Vyetrenko & Tucker Balch, 2022. "Limited or Biased: Modeling Sub-Rational Human Investors in Financial Markets," Papers 2210.08569, arXiv.org, revised Mar 2024.
- Nicolas Cofre & Magdalena Mosionek-Schweda, 2023. "A simulated electronic market with speculative behaviour and bubble formation," Papers 2311.12247, arXiv.org.
- Joseph Jerome & Leandro Sanchez-Betancourt & Rahul Savani & Martin Herdegen, 2022. "Model-based gym environments for limit order book trading," Papers 2209.07823, arXiv.org.
- Song Wei & Andrea Coletta & Svitlana Vyetrenko & Tucker Balch, 2023. "INTAGS: Interactive Agent-Guided Simulation," Papers 2309.01784, arXiv.org, revised Nov 2023.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Michael Karpe, 2020. "An overall view of key problems in algorithmic trading and recent progress," Papers 2006.05515, arXiv.org.
- Bruno Gašperov & Stjepan Begušić & Petra Posedel Šimović & Zvonko Kostanjčar, 2021. "Reinforcement Learning Approaches to Optimal Market Making," Mathematics, MDPI, vol. 9(21), pages 1-22, October.
- Marco Faravelli & Randall Walsh, 2011.
"Smooth Politicians And Paternalistic Voters: A Theory Of Large Elections,"
Levine's Working Paper Archive
786969000000000250, David K. Levine.
- Marco Faravelli & Randall Walsh, 2011. "Smooth Politicians and Paternalistic Voters: A Theory of Large Elections," NBER Working Papers 17397, National Bureau of Economic Research, Inc.
- Christoph Schlueter-Langdon, 2000. "Information Technology And The Vertical Organization Of Industry," Computing in Economics and Finance 2000 174, Society for Computational Economics.
- Ding, Zhanwen & Shi, Guiping, 2009. "Cooperation in a dynamical adjustment of duopoly game with incomplete information," Chaos, Solitons & Fractals, Elsevier, vol. 42(2), pages 989-993.
- LuÃs de Sousa & Alberto Rodrigues da Silva, 2015. "Showcasing a Domain Specific Language for Spatial Simulation Scenarios with case studies," ERSA conference papers ersa15p1044, European Regional Science Association.
- Jhinyoung Shin & Rajdeep Singh, 2010. "Corporate Disclosures: Strategic Donation of Information," International Review of Finance, International Review of Finance Ltd., vol. 10(3), pages 313-337, September.
- Mario Guajardo & Kurt Jörnsten & Mikael Rönnqvist, 2016. "Constructive and blocking power in collaborative transportation," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 38(1), pages 25-50, January.
- Sylvie Thoron, 2016. "Morality Beyond Social Preferences: Smithian Sympathy, Social Neuroscience and the Nature of Social Consciousness [La moralité au delà des préférences sociales. La sympathie Smithienne, les neurosc," Post-Print hal-01645043, HAL.
- Antonio Briola & Jeremy Turiel & Riccardo Marcaccioli & Alvaro Cauderan & Tomaso Aste, 2021. "Deep Reinforcement Learning for Active High Frequency Trading," Papers 2101.07107, arXiv.org, revised Aug 2023.
- Nan Xia & S. Rajagopalan, 2009. "Standard vs. Custom Products: Variety, Lead Time, and Price Competition," Marketing Science, INFORMS, vol. 28(5), pages 887-900, 09-10.
- Gerard Llobet & Javier Suarez, 2010. "Entrepreneurial Innovation, Patent Protection and Industry Dynamics," Working Papers wp2010_1001, CEMFI.
- Leo Ardon & Nelson Vadori & Thomas Spooner & Mengda Xu & Jared Vann & Sumitra Ganesh, 2021. "Towards a fully RL-based Market Simulator," Papers 2110.06829, arXiv.org, revised Nov 2021.
- Platz, Trine Tornøe & Østerdal, Lars Peter, 2017.
"The curse of the first-in–first-out queue discipline,"
Games and Economic Behavior, Elsevier, vol. 104(C), pages 165-176.
- Platz, Trine Tornøe & Østerdal, Lars Peter, 2012. "The curse of the first-in-first-out queue discipline," Discussion Papers on Economics 10/2012, University of Southern Denmark, Department of Economics.
- Jihui Chen & Qiang Fu, 2017. "Do exclusivity arrangements harm consumers?," Journal of Regulatory Economics, Springer, vol. 51(3), pages 311-339, June.
- Dinah Rosenberg & Eilon Solan & Nicolas Vieille, 2009.
"Protocols with No Acknowledgment,"
Operations Research, INFORMS, vol. 57(4), pages 905-915, August.
- Dinah Rosenberg & E. Solan N, 2009. "Protocols with no acknowledgment," Post-Print hal-00491676, HAL.
- Dinah Rosenberg & Eilon Solan & Nicolas Vieille, 2009. "Protocols with no acknowledgment," Post-Print hal-00491697, HAL.
- Yusuke Kamishiro & Roberto Serrano & Myrna Wooders, 2021. "Monopolists of scarce information and small group effectiveness in large quasilinear economies," International Journal of Game Theory, Springer;Game Theory Society, vol. 50(4), pages 801-827, December.
- Tristan Tomala, 2011.
"Fault Reporting in Partially Known Networks and Folk Theorems,"
Operations Research, INFORMS, vol. 59(3), pages 754-763, June.
- Tristan Tomala, 2011. "Fault Reporting in Partially Known Networks and Folk Theorems," Post-Print hal-00632806, HAL.
- Sen, Debapriya & Tauman, Yair, 2007.
"General licensing schemes for a cost-reducing innovation,"
Games and Economic Behavior, Elsevier, vol. 59(1), pages 163-186, April.
- Debapriya Sen & Yair Tauman, 2002. "General licensing schemes for a cost-reducing innovation," Department of Economics Working Papers 02-03, Stony Brook University, Department of Economics.
- Sent, Esther-Mirjam, 2004. "The legacy of Herbert Simon in game theory," Journal of Economic Behavior & Organization, Elsevier, vol. 53(3), pages 303-317, March.
More about this item
NEP fields
This paper has been announced in the following NEP Reports:- NEP-CMP-2021-11-22 (Computational Economics)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2110.14771. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.