Difference between revisions of "Apprenticeship Learning - Inverse Reinforcement Learning (IRL)"
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| − | + | * [http://arxiv.org/pdf/1806.06877.pdf A Survey of Inverse Reinforcement Learning: Challenges, Methods and Progress | Saurabh Arora, Prashant Doshi] 18 Jun 2018 | |
| + | * [http://arxiv.org/pdf/1805.07687.pdf Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications | Daniel S. Brown, Scott Niekum] 23 Jun 2018 | ||
| + | Inverse reinforcement learning (IRL) infers a reward function from demonstrations, allowing for policy improvement and generalization. | ||
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Revision as of 06:57, 4 August 2018
- Reinforcement Learning
- A Survey of Inverse Reinforcement Learning: Challenges, Methods and Progress | Saurabh Arora, Prashant Doshi 18 Jun 2018
- Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications | Daniel S. Brown, Scott Niekum 23 Jun 2018
Inverse reinforcement learning (IRL) infers a reward function from demonstrations, allowing for policy improvement and generalization.
