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Reasons an RL algorithm might not work
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Classroom Contents
Finding Counterexamples to Conjectures via Reinforcement Learning - IPAM at UCLA
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- 1 Intro
- 2 Talk overview
- 3 Reinforcement learning
- 4 Example 1
- 5 What if we don't succeed?
- 6 Example 2
- 7 Not just graphs
- 8 Example 3
- 9 Example 4 - Problems on trees
- 10 non-obvious reward function
- 11 Example 5
- 12 Example 6 - Infinite problems?
- 13 What RL setup to use?
- 14 Reasons an RL algorithm might not work
- 15 Practical problems
- 16 Cross-entropy method
- 17 Implementation details
- 18 Improvements to the method
