Leonardo Kanashiro Felizardo

12 papers B 2Journal 8Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	A Reinforcement Learning Method for Environments with Stochastic Variables: Post-Decision Proximal Policy Optimization with Dual Critic Networks. IJCNN Leonardo Kanashiro Felizardo, Edoardo Fadda, Paolo Brandimarte, Emilio Del-Moral-Hernandez, Mariá Cristina Vasconcelos Nascimento
2025	J	`jnl`	A Reinforcement Learning Method for Environments with Stochastic Variables: Post-Decision Proximal Policy Optimization with Dual Critic Networks. CoRR Leonardo Kanashiro Felizardo, Edoardo Fadda, Paolo Brandimarte, Emilio Del-Moral-Hernandez, Mariá Cristina Vasconcelos Nascimento
2025	J	`jnl`	Automatic Policy Search using Population-Based Hyper-heuristics for the Integrated Procurement and Perishable Inventory Problem. CoRR Leonardo Kanashiro Felizardo, Edoardo Fadda, Mariá Cristina Vasconcelos Nascimento
2024	J	`jnl`	Reinforcement learning approaches for the stochastic discrete lot-sizing problem on parallel machines. Expert Syst. Appl. Leonardo Kanashiro Felizardo, Edoardo Fadda, Emilio Del-Moral-Hernandez, Paolo Brandimarte
2023	J	`jnl`	Simulation-based inventory management of perishable products via linear discrete choice models. Comput. Oper. Res. Daniele Giovanni Gioia, Leonardo Kanashiro Felizardo, Paolo Brandimarte
2022	J	`jnl`	Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market. Expert Syst. Appl. Leonardo Kanashiro Felizardo, Francisco Caio Lima Paiva, Catharine de Vita Graves, Elia Yathie Matsumoto, Anna Helena Reali Costa, Emilio Del-Moral-Hernandez, Paolo Brandimarte
2022	J	`jnl`	Reinforcement Learning Applied to Trading Systems: A Survey. CoRR Leonardo Kanashiro Felizardo, Francisco Caio Lima Paiva, Anna Helena Reali Costa, Emilio Del-Moral-Hernandez
2022	B	`conf`	Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise. IJCNN Leonardo Kanashiro Felizardo, Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez
2022	J	`jnl`	Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise. CoRR Leonardo Kanashiro Felizardo, Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez
2021	J	`jnl`	Intelligent Trading Systems: A Sentiment-Aware Reinforcement Learning Approach. CoRR Francisco Caio Lima Paiva, Leonardo Kanashiro Felizardo, Reinaldo Augusto da Costa Bianchi, Anna Helena Reali Costa
2021	—	`conf`	Intelligent trading systems: a sentiment-aware reinforcement learning approach. ICAIF Francisco Caio Lima Paiva, Leonardo Kanashiro Felizardo, Reinaldo Augusto da Costa Bianchi, Anna Helena Reali Costa
2019	—	`conf`	Comparative study of Bitcoin price prediction using WaveNets, Recurrent Neural Networks and other Machine Learning Methods. BESC Leonardo Kanashiro Felizardo, Roberth Oliveira, Emilio Del-Moral-Hernandez, Fábio Gagliardi Cozman