Himanshu Choudhary

Employment

• Indian Institute of Technology Mandi Research Scholar
  2021 - Present

Education

• Indian Institute of Technology Mandi M.Sc.
  2018 - 2020
• Gurukul Kangri Vishwavidyalaya B.Sc.
  2015 - 2018

Projects & Funding

Projects & funding information is unavailable.

Publications (6)

• Enhancing deep reinforcement learning for stock trading: a reward shaping approach via expert feedback
  Knowledge and Information Systems 2025 DOI: 10.1007/s10115-025-02562-8
  +Save
• FinXplore: An Adaptive Deep Reinforcement Learning Framework for Balancing and Discovering Investment Opportunities
  2025 International Joint Conference on Neural Networks (IJCNN) 2025 DOI: 10.1109/ijcnn64981.2025.11227560
  +Save
• Risk-Adjusted Deep Reinforcement Learning for Portfolio Optimization: A Multi-reward Approach
  International Journal of Computational Intelligence Systems, vol. 18,no. 1, pp. 1–19, 2025. 2025
  +Save
• Deep Reinforcement Learning for Investor-Specific Portfolio Optimization: A Volatility-Guided Asset Selection Approach
  2025 DOI: 10.48550/ARXIV.2505.03760
  +Save
• Diffusion-Augmented Reinforcement Learning for Robust Portfolio Optimization under Stress Scenarios
  2025 DOI: 10.48550/ARXIV.2510.07099
  +Save
• Dynamic Reinforced Ensemble using Bayesian Optimization for Stock Trading
  2024 DOI: 10.1145/3677052.3698595
  +Save