AIBPO: Combine the Intrinsic Reward and Auxiliary Task for 3D Strategy Game

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="7"><hr/></td></tr><tr class="thead"><td class="align_left">Evaluation criteria</td><td class="align_center">AIBPO</td><td class="align_center">IBPO</td><td class="align_center">DRQN</td><td class="align_center">DFP</td><td class="align_center">A3C</td><td class="align_center">Rainbow</td></tr><tr><td class="thead-hr" colspan="7"><hr/></td></tr><tr><td class="align_left">Surs<sub>step</sub></td><td class="align_center"><b>293.7</b></td><td class="align_center">266.5</td><td class="align_center">277.1</td><td class="align_center">301.3</td><td class="align_center">256.1</td><td class="align_center">260.3</td></tr><tr><td class="align_left">Pics<sub>hp</sub></td><td class="align_center"><b>9.58</b></td><td class="align_center">7.83</td><td class="align_center">7.41</td><td class="align_center">8.81</td><td class="align_center">6.85</td><td class="align_center">7.32</td></tr><tr class="table-tr"><td colspan="7"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Experimental results of the AIBPO in the survival scenario.</div>

Complexity

tab3

Table 3

Table 3: AIBPO: Combine the Intrinsic Reward and Auxiliary Task for 3D Strategy Game 