Identifying efficient curricula for reinforcement learning in complex environments with a fixed computational budget

Author:

Shelke Omkar1,Meisheri Hardik1,Khadilkar Harshad1

Affiliation:

1. TCS Research, IN

Publisher

ACM

Reference30 articles.

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2. Michael Bain and Claude Sammut. 1995. A Framework for Behavioural Cloning.. In Machine Intelligence 15. 103–129. Michael Bain and Claude Sammut. 1995. A Framework for Behavioural Cloning.. In Machine Intelligence 15. 103–129.

3. Daniel  S Bernstein , Robert Givan , Neil Immerman , and Shlomo Zilberstein . 2002. The complexity of decentralized control of Markov decision processes. Mathematics of operations research 27, 4 ( 2002 ), 819–840. Daniel S Bernstein, Robert Givan, Neil Immerman, and Shlomo Zilberstein. 2002. The complexity of decentralized control of Markov decision processes. Mathematics of operations research 27, 4 (2002), 819–840.

4. Jack Clark and Dario Amodei. 2016. Faulty Reward Functions in the Wild. https://openai.com/blog/faulty-reward-functions/. Jack Clark and Dario Amodei. 2016. Faulty Reward Functions in the Wild. https://openai.com/blog/faulty-reward-functions/.

5. Hal Daumé , John Langford , and Daniel Marcu . 2009. Search-based structured prediction. Machine learning 75, 3 ( 2009 ), 297–325. Hal Daumé, John Langford, and Daniel Marcu. 2009. Search-based structured prediction. Machine learning 75, 3 (2009), 297–325.

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