2 papers
cs.LG2026
Self-Supervised Auxiliary Task Discovery for Stable Reinforcement Learning in Stock Trading
Arishi Orra, Himanshu Choudhary, Manoj Thakur
Reinforcement learning has gained increasing attention as a data-driven approach for stock trading. However, learning a policy that is both profitable and stable remains challengin…
cs.LG2026
Learning Stock Trading Policies via Barycenter-Based Adversarial Inverse Reinforcement Learning
Arishi Orra, Himanshu Choudhary, Manoj Thakur
Designing effective trading strategies using reinforcement learning remains challenging due to delayed and noisy rewards, poor exploration, and the difficulty of enforcing explicit…