portfolio management

MARS: A Meta-Adaptive Reinforcement Learning Framework for Risk-Aware Multi-Agent Portfolio Management AAAI 2026 PortfolioPilot: An Agentic Platform for Financial Portfolio Management Algorithm Development and Evaluation AAAI 2026 A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025 Langevin Multiplicative Weights Update with Applications in Polynomial Portfolio Management AAAI 2025 FinBPM: A Framework for Portfolio Management-based Financial Investor Behavior Perception Model EACL 2024 FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making NeurIPS 2024 Contrastive Learning and Reward Smoothing for Deep Portfolio Management IJCAI 2023 Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management AAAI 2021 DeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions Embedding AAAI 2021 MAPS: Multi-Agent reinforcement learning-based Portfolio management System. IJCAI 2020 Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States AAAI 2020 Relation-Aware Transformer for Portfolio Policy Learning IJCAI 2020 Online Optimization with Gradual Variations COLT 2012