2. Finite Markov decision problems

20 outubro 2021, 09:30 • Francisco Melo

• Finite Markov decision processes (Chap. 3)
• The agent-environment interface
• Goals and rewards
• Policies and value functions
• Optimality and optimal policies
• Dynamic programming (Chap. 4)
• Policy evaluation (prediction)

1. Introduction. Multi-armed bandits

13 outubro 2021, 09:30 • Francisco Melo

• Introduction (Chap. 1)
• Multi-armed bandits (Chap. 2):
  • Action-valued methods
  • Incremental implementation
  • Optimistic initial values
  • Upper-confidence bound heuristic
  • Gradient bandit algorithms

Not Taught.

6 outubro 2021, 09:30 • Francisco Melo

There was no class due to lack of a room.

Not Taught.

29 setembro 2021, 09:30 • Francisco Melo

There was no class due to lack of a room.