Efficient management of wild oat (Avena fatua) and canary grass (Phalaris minor) in chickpea (Cicer arietinum) for higher productivity and profitability under irrigated condition by R K SINGH, UTTAM KUMAR TRIPATHI, S R K SINGH, ANAY RAWAT

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Genetic parameter estimates for growth performance of crossbred piglets by RAJNI CHAUDHARY, LALRENGPUII SAILO, AKANSHA SINGH, A KARTHIKEYAN, ARNAV MEHROTRA, S K MONDAL, N R SAHOO, AMIT KUMAR

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Effectiveness of self-processing (smoker) grammar on the feeling of loneliness, anxiety and perceived stress of ptsd patients caused by kermanshah earthquake by Mana Atari, Javad Khalatbari, Maryam Kalhornia Golkar

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Mobile based agro-advisory services in livestock management by tribal of Meghalaya by RAM SINGH, ASHOK KUMAR, P C JAT, S P AHMED

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Deferral of elective surgeries during the COVID-19 pandemic and its impact on Palestinian patients: a cross-sectional study by Mousa Atary, Niveen M. E. Abu-Rmeileh

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Potato production scenario and analysis of its total factor productivity in India by RAJESH K RANA, MD. EJAZ ANWER

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Suitable mechanization for increasing soybean (Glycine max) production under aberrated climatic regime of Madhya Pradesh by R K SINGH, UTTAM KUMAR TRIPATHI, ANAY RAWAT, S R K SINGH

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Production and consumption pattern of livestock products in Meghalaya and its implications in development of market strategies for the state producers by A K TRIPATHI, A YUMNAM, N U SINGH, A ROY, D DANGI, P DEBROY, P K SINHA

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Development and Validation of the Expectations of Aesthetic Rhinoplasty Scale by Mohsen Naraghi, Mohammad Atari

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An evaluation of the efficacy of different doses of ketamine for treatment of catheter-related bladder discomfort in patients underwent urologic surgery: A prospective, randomized,... by Mohammadreza Safavi, Azim Honarmand, Mohammadali Atari, Shirin Chehrodi, Mahsa Amoushahi

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Towards robust reinforcement learning by Paul, S

“…While this is not a major issue in settings where generating fresh interactions with the environment is cheap (for example, learning policies for playing Atari games, or simulated robotics tasks), this can preclude existing RL algorithms from being applied to problems where interactions with the environment are significantly more expensive.…”

Understanding representation learning for deep reinforcement learning by Le Lan, C

“…We introduce a new notion called effective dimension of a representation that drives the generalization to unseen states and demonstrate its usefulness for value-based deep reinforcement learning in Atari games.</p> <p>The third contribution of this dissertation is a scalable algorithm to learn a state representation from a very large number of auxiliary tasks through deep learning. …”

Learning State-Specific Action Masks for Reinforcement Learning by Ziyi Wang, Xinran Li, Luoyang Sun, Haifeng Zhang, Hualin Liu, Jun Wang

“…Experimental results obtained from Maze, Atari, and <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi>μ</mi></semantics></math></inline-formula>RTS2 reveal a substantial acceleration in the RL learning process and noteworthy performance improvements facilitated by the introduced approach.…”
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A Hybrid End-to-End Control Strategy Combining Dueling Deep Q-network and PID for Transient Boost Control of a Diesel Engine with Variable Geometry Turbocharger and Cooled EGR by Bo Hu, Jiaxi Li, Shuang Li, Jie Yang

“…Deep reinforcement learning (DRL), which excels at solving a wide variety of Atari and board games, is an area of machine learning that combines the deep learning approach and reinforcement learning (RL). …”
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The paucity of morality in everyday talk by Mohammad Atari, Matthias R. Mehl, Jesse Graham, John M. Doris, Norbert Schwarz, Aida Mostafazadeh Davani, Ali Omrani, Brendan Kennedy, Elaine Gonzalez, Nikki Jafarzadeh, Alyzeh Hussain, Arineh Mirinjian, Annabelle Madden, Rhea Bhatia, Alexander Burch, Allison Harlan, David A. Sbarra, Charles L. Raison, Suzanne A. Moseley, Angelina J. Polsinelli, Morteza Dehghani

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Successive double cropping of potato minitubers under insect proof net house for increased seed productivity by R P KAUR, SUGANI DEVI, SUKHWINDER SINGH, J S MINHAS, A K SINGH, R K RANA, SANJAY RAWAL, R K SINGH

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Paper mill-based integrated nutrition of garden pea in the Eastern Himalayas by RAKESH KUMAR, A THIRUGNANAVEL, NARENDRA KUMAWAT, BIDYUT C DEKA

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Addressing violence against children: A case review in the state of Qatar by Abdulla Saeed Al-Mohannadi, Sanaa Al-Harahsheh, Sajeda Atari, Nadeem Jilani, Ghalya Al-Hail, Kennedy Sigodo

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Barriers to quality of clinical education from the viewpoints of medical students of Birjand University of Medical Sciences in the academic year 2018-2019 by Fatemeh Salmani, Batool Eghbali, Mahmoud Ganjifard, Yahya Mohammadi, Siavash Kafian Atary, Tahmineh Tavakoli

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Performance of herbicides on effective weed management in soybean (Glycine max) crop by R K SINGH, UTTAM KUMAR TRIPATHI, S R K SINGH

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