Stochastic Policies in Morally Constrained (C-)SSPs

Author:

Evans Charles1,Benn Claire1,Ojea Quintana Ignacio1,Robinson Pamela1,Thiébaux Sylvie1

Affiliation:

1. The Australian National University, Canberra, Australia

Publisher

ACM

Reference23 articles.

1. Ethan Altman . 1999. Constrained Markov Decision Processes . Chapman and Hall . Ethan Altman. 1999. Constrained Markov Decision Processes. Chapman and Hall.

2. Vicky Charisi , Louise A. Dennis , Michael Fisher , Robert Lieck , Andreas Matthias , Marija Slavkovik , Janina Sombetzki , Alan F. T. Winfield , and Roman Yampolskiy . 2017. Towards Moral Autonomous Systems. CoRR abs/1703.04741 ( 2017 ). Vicky Charisi, Louise A. Dennis, Michael Fisher, Robert Lieck, Andreas Matthias, Marija Slavkovik, Janina Sombetzki, Alan F. T. Winfield, and Roman Yampolskiy. 2017. Towards Moral Autonomous Systems. CoRR abs/1703.04741 (2017).

3. Yinlam Chow and Mohammad Ghavamzadeh . 2014 . Algorithms for CVaR Optimization in MDPs . In Proc. 27th Annual Conference Advances on Neural Information Processing Systems (NIPS'14) . 3509--3517. Yinlam Chow and Mohammad Ghavamzadeh. 2014. Algorithms for CVaR Optimization in MDPs. In Proc. 27th Annual Conference Advances on Neural Information Processing Systems (NIPS'14). 3509--3517.

4. Yinlam Chow , Aviv Tamar , Shie Mannor , and Marco Pavone . 2015 . Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach . In Proc. 28th Annual Conference Advances on Neural Information Processing Systems (NIPS'15) . 1522--1530. Yinlam Chow, Aviv Tamar, Shie Mannor, and Marco Pavone. 2015. Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach. In Proc. 28th Annual Conference Advances on Neural Information Processing Systems (NIPS'15). 1522--1530.

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