Zobrazeno 1 - 10
of 92
pro vyhledávání: '"Jain, Sanyam"'
Autor:
Shrestha, Aarati, Reimers, Felix, Jain, Sanyam, Baldini, Paolo, Braccini, Michele, Roli, Andrea, Nichele, Stefano
The Game of Life (GoL), one well known 2D cellular automaton, does not typically ensure interesting long-term phenotypic dynamics. Therefore, while being Turing complete, GoL cannot be said to be open-ended. In this work, we extend GoL with the oppor
Externí odkaz:
http://arxiv.org/abs/2406.13383
Autor:
Jain, Sanyam
This project proposes and compares a new way to optimise Super Mario Bros. (SMB) environment where the control is in hand of two approaches, namely, Genetic Algorithm (MarioGA) and NeuroEvolution (MarioNE). Not only we learn playing SMB using these t
Externí odkaz:
http://arxiv.org/abs/2312.14963
Autor:
Jain, Sanyam
This paper implements and investigates popular adversarial attacks on the YOLOv5 Object Detection algorithm. The paper explores the vulnerability of the YOLOv5 to adversarial attacks in the context of traffic and road sign detection. The paper invest
Externí odkaz:
http://arxiv.org/abs/2306.06071
Autor:
Jain, Sanyam
Marine animals and deep underwater objects are difficult to recognize and monitor for safety of aquatic life. There is an increasing challenge when the water is saline with granular particles and impurities. In such natural adversarial environment, t
Externí odkaz:
http://arxiv.org/abs/2306.06075
Cybersecurity is very essential for Mobile Transactions to complete seamlessly. Mobile Commerce (Mcom.) is the very basic transaction type, which is very commonly used (2 in 5 people uses mobile as transaction medium), To secure this there are variou
Externí odkaz:
http://arxiv.org/abs/2305.09740
Autor:
Jain, Sanyam
Training machine learning models in an incremental fashion is not only important but also an efficient way to achieve artificial general intelligence. The ability that humans possess of continuous or lifelong learning helps them to not forget previou
Externí odkaz:
http://arxiv.org/abs/2305.09738
Autor:
Jain, Sanyam
For a long time, detecting hand gestures and recognizing them as letters or numbers has been a challenging task. This creates communication barriers for individuals with disabilities. This paper introduces a new dataset, the Annotated Dataset for Dan
Externí odkaz:
http://arxiv.org/abs/2305.09736
Autor:
Jain, Sanyam
This research paper presents an experimental approach to using the Reptile algorithm for reinforcement learning to train a neural network to play Super Mario Bros. We implement the Reptile algorithm using the Super Mario Bros Gym library and TensorFl
Externí odkaz:
http://arxiv.org/abs/2305.09655
This research project investigates Lenia, an artificial life platform that simulates ecosystems of digital creatures. Lenia's ecosystem consists of simple, artificial organisms that can move, consume, grow, and reproduce. The platform is important as
Externí odkaz:
http://arxiv.org/abs/2305.09378
Autor:
Jain, Sanyam, Kumar, Shushil
Publikováno v:
In Sustainable Chemistry for Climate Action December 2024 5
