Experiment Definition

Experiment 1

Check the example figures

This experiment correspounds to Figure 3 in the paper.

• Agent: BSI-PT
• Opponent: $\omega_5$, $\omega_6$, $\omega_{10}$, $\omega_{11}$
• Plot: BSI-PT agent's belief of $\phi_i$

Experiment 2

Check the example figures

This experiment correspounds to Figure 4 and 5 in the paper.

• Agent: BSI-PT, Bayes-OKR
• Opponent: $\omega_5$, $\omega_6$, $\omega_{10}$, $\omega_{11}$
• Plot
  • $\tau$ prediction accuracy (ACC)
  • Winning percentage (WP)

Experiment 3

Check the example figures

This experiment correspounds to Figure 7 and 8 in the paper.

• Agent: BSI-PT, Bayes-OKR, DPN-BPR+, BPR+
• Opponent: $\omega_{op}$ with $\epsilon=0,0.2,0.5,1$
• Plot
  • $\tau$ prediction accuracy (ACC)
  • Winning percentage (WP)