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	题名	作者	年代	出处	被引量
1	Approximating Nash Equilibrium in Day-ahead Electricity Market Bidding with Multi-agent Deep Reinforcement Learning显示文摘In this paper,a day-ahead electricity market bidding problem with multiple strategic generation company(GEN-CO)bidders is studied.The problem is formulated as a Markov game model,where GENCO bidders interact with each other to develop their optimal day-ahead bidding strategies.Considering unobservable information in the problem,a model-free and data-driven approach,known as multi-agent deep deterministic policy gradient(MADDPG),is applied for approximating the Nash equilibrium(NE)in the above Markov game.The MAD-DPG algorithm has the advantage of generalization due to the automatic feature extraction ability of the deep neural networks.The algorithm is tested on an IEEE 30-bus system with three competitive GENCO bidders in both an uncongested case and a congested case.Comparisons with a truthful bidding strategy and state-of-the-art deep reinforcement learning methods including deep Q network and deep deterministic policy gradient(DDPG)demonstrate that the applied MADDPG algorithm can find a superior bidding strategy for all the market participants with increased profit gains.In addition,the comparison with a conventional-model-based method shows that the MADDPG algorithm has higher computational efficiency,which is feasible for real-world applications.	Yan Du Fangxing Li Helia Zandi Yaosuo Xue	2021	Journal of Modern Power Systems and Clean Energy2021，9，3：	3
2	Weekly Gemcitabine for the Treatment of Biliary Tract and Gallbladder Cancer显示文摘	Nikolas Tsavaris Christos Kosmas Panagiotis Gouveris Kostadinos Gennatas Aris Polyzos Despina Mouratidou Heracles Tsipras Helias Margaris George Papastratis Evanthia Tzima Nikitas Papadoniou Gavrilos Karatzas Efstathios Papalambros	2004	Investigational New Drugs2004，，2：	2
3	Physiological partial aldosterone resistance in human newborns 显示文摘	Martinerie L Pussard E Foix- L'Helias L	2009	Pediatr Res2009，66，3：	1
4	Changes in risk factors of preterm deliv- ery in France between 1981 and 1995 显示文摘	Foix - L Helias L Blondel B	2000	Paediatr Perinat Epidemiol2000，14，4：	1
5	Multiple detector responses for gas chromatography peak indentification 显示文摘	Wentworth W E Helias Nadege Zlatkis Albert	1998	Journal of Chromatography A1998，795，2：	1
6	Weekly Gemcitabine for the Treatment of Biliary Tract and Gallbladder Cancer显示文摘	Nikolas Tsavaris Christos Kosmas Panagiotis Gouveris Kostadinos Gennatas Aris Polyzos Despina Mouratidou Heracles Tsipras Helias Margaris George Papastratis Evanthia Tzima Nikitas Papadoniou Gavrilos Karatzas Efstathios Papalambros	2004	Investigational New Drugs2004，，2：	1
7	Life-cycle assessment for energy analysis and management显示文摘	Helias A. Udo de Haes Reinout Heijungs	2007	Applied Energy2007，，7：	1
8	A hierarchical approach to ecosystems and its implications for ecological land classification显示文摘	Frans Klijn Helias A. Udo Haes	1994	Landscape Ecology1994，，2：	1
9	Prospective randomized trial comparing Nissen to Nissen-Rossetti technique for laparoscopic fundoplication显示文摘	Emmanuel Chrysos Anastasios Tzortzinis John Tsiaoussis Helias Athanasakis John-Sophocles Vasssilakis Evaghelos Xynos	2001	The American Journal of Surgery2001，，3：	1
10	How to approach land use in LCIA or, how to avoid the Cinderella effect?显示文摘	Helias Udo de Haes	2006	The International Journal of Life Cycle Assessment2006，，4：	1
11	Ecological Compensation in Dutch Highway Planning显示文摘	RUUD CUPERUS MARCO M.G.J. BAKERMANS HELIAS A. UDO DE HAES KEES J. CANTERS	2001	Environmental Management2001，，1：	1
12	Guidelines for ecological compensation associated with highways显示文摘	Ruud Cuperus Kees J Canters Helias A Udo de Haes Debra S Friedman	1999	Biological Conservation1999，，1：	1
13	Are children born after infertility treatment at increased of retinoblastoma? 显示文摘	Foix L' Helias L Aerts 1 Marchand L	2012	Hum Reprod2012，7，7：	1
14	MRI findings in a case of a superficial siderosis associated with an ependymoma显示文摘	Salem A Krainik A Helias A	2002	J Neuroradiol2002，29，2：	1
15	Ecological Compensation in Dutch Highway Planning显示文摘	RUUD CUPERUS MARCO M.G.J. BAKERMANS HELIAS A. UDO DE HAES KEES J. CANTERS	2001	Environmental Management2001，，1：	1
16	Sta- tistical properties of superimposed stationary spike trains 显示文摘	DEGGER M HELIAS M BOUCSEIN C	2011	Computional Neuronscience2011，32，3：	1
17	Is it possible to protect the preterm infant brain and to decrease later neurodevelopmental disabilities? 显示文摘	Marret S Foix-L' helias L Ancel P Y	2008	Arch Pediatr2008，15，1：	1
18	Solute diffusion in poly(vi nyl alcohol)/poly(acrylic acid) interpenetrating networks显示文摘	Peppas Nikolaos A Wright helia L	1996	Macromolecules1996，29，27：	1
19	Life-Cycle Assessment of Biodiesel Production from Microalgae显示文摘	LARDON L HELIAS A SIALVE B	2009	Environmental Science & Technology2009，43，17：	1
20	ABCB6 is dispensable for e-rythropoiesis and specifies the new blood group system Langereis显示文摘	Helias V Saison C Ballif BA		0，，02：	1

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