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An Investigation into the Use of Reinforcement Learning Techniques within the Algorithmic Trading Domain, 2015

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AI in Finance
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2026-10-10
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  1. Reinforcement Learning for Trading, 1994 papers.nips.cc
  2. Udacity: Artificial Intelligence for Trading udacity.com
  3. Machine Learning for Trading cims.nyu.edu

    With an appropriate choice of the reward function, reinforcement learning techniques can successfully handle the risk-averse case.

  4. Financial Trading as a Game: A Deep Reinforcement Learning Approach arxiv.org

    Deep reinforcement learning provides a framework toward end-to-end training of such trading agent.

  5. A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem arxiv.org
  6. NYU: Overview of Advanced Methods of Reinforcement Learning in Finance coursera.org