Reinforcement Learning Books

One impetuous night gave them a gem and a lifetime of happiness. Izabelle had one-time sex with her crush, her cousin’s bestfriend after he was drugged. Later learning that she was pregnant, a misunderstanding flared where he believed that she had it all planned out. He agreed on taking responsibility but Izabelle’s desire was not to get into a loveless marriage and so she gathered her belongings and fled the country. Five years later, he saved a cute little bunny from child traffickers at the airport not knowing that the child was his. “You look like me, see? We have same eye colour,” the child pointed out. Then again, few minutes later when her Mother walked in, ‘Mommy, look I found daddy.” She raised her head to meet those icy familiar dark eyes. All Izabelle wanted was to keep her child away from Marcel but what about the sweet little thing holding onto his legs out of nowhere, batting her eyes at him and asking. “Will you be my daddy?”

When Don Marcello Ricci popularly known as Inferno ‘Hell fire’ slaughtered Gabriella Romano’s father in cold blood she didn’t shed a tear. She didn’t even scream. She only held on to her father's dying last words. “Avenge me, Ella!” But how can she do that when she was trapped in his mansion? Yet she won’t give up! She was supposed to be the heiress to the family territory before it was claimed by Don Marcello . But Every attempt to end his life only fueled his obsession for her, he likes his girls feisty and fighting. She is the only girl who could stand up to him even though it always earned her punishments that breaks her yet brings her closer into his world. In the process she uncovers a dangerous secret, one that could change everything. After learning this secret, she kept asking herself this question: was she still willing to burn in his hell…or would she make the devil fall to his knees?

The day Raina gave birth should have been the happiest of her life. Instead, it became her worst nightmare. Moments after delivering their twins, Alexander shattered her heart—divorcing her and forcing her to sign away custody of their son, Liam. With nothing but betrayal and heartbreak to her name, Raina disappeared, raising their daughter, Ava, on her own.Years later, fate comes knocking when Liam falls gravely ill. Desperate to save his son, Alexander is forced to seek out the one person he once cast aside. Alexander finds himself face to face with the woman he underestimated, pleading for a second chance—not just for himself, but for their son. But Raina is no longer the same broken woman who once loved him.No longer the woman he left behind. She has carved out a new life—one built on strength, wealth, and a long-buried legacy she expected to uncover.Raina has spent years learning to live without him.The question is… Will she risk reopening old wounds to save the son she never got to love? or has Alexander lost her forever?

"I'm a master at laundry and cooking, whether it's fast food, Japanese cuisine, or a French feast. What would you like to eat first? Marry me, and I guarantee you'll be blessed with delicious meals every day, Mr. Getson. So, will you marry me?""Sure!"After learning from the failure of her first marriage, Nancy only wanted an ordinary man to spend her life with during her second marriage. However, much to her surprise, her new husband, Yaacob, is revealed to be the primary heir to the country's most substantial fortune. When Nancy found out about this, her world turned upside down. Such wealth and privilege!After their marriage, Yaacob looked at the bland bowl of pasta before him and asked, "What happened to the French feast and Japanese cuisine you promised?"Hearing this, the woman in front of him swiftly untied her apron, raised one of her alluring legs, and casually sat on the table, "Would you prefer French cuisine, or me?"Yaacob, reminiscing about the previous night, replied, "You, of course!"

Humanity died, and she was the last of them. Zarah Winters was on the verge of death after killing the sixth prince of hell. The seventh prince, a cunning and deceitful individual, did not want her to die because it would deprive him of his source of entertainment — her. Verphegor, as the demon introduced himself, offered her a deal. He would send her back to the past, where she could keep all her memories of this time and use them to change the future. Zarah comes from a line of hunters. Hunters have a variety of abilities that aid them in combating demons. Zarah had no idea she had a talent in her past, which caused her to drop out of the academy. During the apocalypse, however, she discovers that she is a siphon, a person who steals the strength and abilities of demons in exchange for killing them. With that kind of power laying dormant and with growing potential, she agreed to gamble on the demon’s offer. But with Verphegor being a prince of Hell, can she really trust the prince? Moreover, upon learning of her powers at an early stage, can she use them for humanity’s advantage?

Violet loses her parents as a young child and is brought up by an elderly aunt. As she approaches her 17th birthday her life is turned upside down when her Aunt tells her that the life she has built with her must end - she has to go to learn about the background of her father. Secrets have been kept and those secrets turn Violet’s life upside down! Not only does she have to accept that her father wasn’t what she thought he was, but she too, is something she didn’t even realise existed! It seems a whole plan was in place for if something happened to her parents, including learning of her background and all it means. So Violet is sent to Autumn Moon Pack where an elderly relative of her father’s still lives to give Violet chance to be surrounded by others like her. In truth, she plans to learn what she needs to and leave to live alone like her father before her. But will meeting the handsome Beta, who seems quite taken with her, change her mind?

Elara Smith thought she had a perfect life with her husband who liked her and her baking and was least bothered by the fact that she couldn’t give him kids. However, her world came crashing down when she got to know that her husband was not only seeing his childhood sweetheart and an Ex, Vicky but also got her pregnant. That was when she took the tough decision of her life and decided to leave her husband without telling him that she was carrying his kids. Aiden Lockwood used to be the most eligible bachelor before his marriage to Elara. He was the most handsome and gorgeous hunk alive who ruled the business world by running Lockwood Industries across the globe. The moment Vicky returned to his life, he thought he now had everything. But oh, man. He was wrong. What would he do after learning that he was the father of triplets? Would he go after Elara and win her back? And the million-dollar question! Would she ever be able to forgive him and love him again?

One year of love, loyalty, and promises of forever, destroyed in a single day. Henry truly believed he would spend the rest of his life with Danny, his older boyfriend. He thought their relationship was unshakeable… until distance, excuses, and “busyness” became the new normal. Not even a message on their anniversary. Everything fell apart when Henry joined his roommates for their Friendship Day outing, only to discover that his so-called boyfriend was in the same building, proposing grandly to another person on the exact day that was supposed to be their anniversary. Caught between heartbreak and the burning desire for revenge, Henry made a daring move. He turned to Danny’s biggest rival, Maverick, a fellow student just like him. But things didn’t go as planned. Maverick wasn’t just a rival. He was powerful, possessive, and unexpectedly devoted. And he wanted Henry, even after learning the whole thing started as a game. What happens when Danny realizes his mistake and wants Henry back? And what will Henry choose: the one who broke him, or the one willing to fight for him?

I could smell his tempting cologne as he walked closer, his presence making my heart skip a beat. He placed his hands on the wall, caging me in with his strong arms. My breath hitched. He leaned in, his honey-colored eyes boring into mine like he was trying to solve a puzzle. Meanwhile, I was melting—like ice cream on a summer sidewalk. "You look familiar," he murmured, biting his lip as if deep in thought. "Have we met before?" Of course, Jack Harrison—the most popular lacrosse player at Wilford High—wouldn’t know who I am. Why would he? I’m the invisible girl. The one who hides behind books and avoids eye contact. The one no one remembers. And yet… I’ve always noticed him. Jack Harrison. The boy every girl wants. The boy I’ve secretly dreamed about since sophomore year. And then—just when I thought I’d spend another year in his shadow—I found out a new family was moving in next door. To my utter disbelief, it turned out to be him. Jack Harrison, the boy I've always wanted.

Raven Lopez, the estranged heiress of a powerful family, sacrifices her fortune and her pride to save her husband Viktor’s collapsing empire. She raises his children as her own and builds his success from the ground up only for his former lover to return and her world to fall apart. Blinded in a hospital accident and abandoned by the man she gave everything to, Raven is forced to depend on an arrogant doctor, Killian….the one man she should never trust. As she regains her sight, she uncovers shattering truths.Her amnesia, her failed marriage, and even her blindness were all part of a twisted plan set in motion by the two brothers who claimed to love her. Now, torn between vengeance and the one man who both destroyed and saved her, Raven must decide whether to reclaim her crown as the Lopez heiress or let her heart take the lead.  ____________________ WARNING ⚠️ 🔞 For the girls that take interest in books with trigger warnings,May God help us.   :⁠-⁠) This book is not for the faint of heart. It's dark,contains stalking,forced proximity,sexual situations (quite a lot),violence , kidnapping, gory scenes,non/dub con, manipulation etc