|Rank||Username||Country||Description||WCCI 2016||CIG 2016||Total|
Controller description: adrienctx
In short, an open loop tree search. It builds a tree representing sequences of actions. At every iteration, one node/action is added to the tree. When navigating in the tree, the forward model is always used to generate states (i.e. no state is stored in the tree, which is why I called this "open loop"). To balance exploration/exploitation, it uses a classic UCB formula, with a small addition: a "taboo bias", that gives penalty to actions that lead to avatar positions visited in the recent past.
Controller description: MaastCTS2
MCTS-based agent with a number of enhancements. Links with more information will be provided in the MaastCTS2 profile later, or can be requested by email (d (DOT) soemers (AT) gmail (DOT) com)
Controller description: ToVo2
Random selection algorithm
Controller description: Number27
Using a GA for local movement and a value map to direct the player across the level. The value map is created by evaluating each object type which results in a certain influence across the map. Notable events, the time spent in one area or non deterministic movements influence the players behaviour or how it chooses its optimal action. For deterministic games BFS is used.
Controller description: CatLinux
A variant of GA for primary test.
|6||sampleOLMCTS Sample||United Kingdom|
Controller description: sampleOLMCTS
Sample Open Loop - Monte Carlo Tree Search controller.
Controller description: YOLOBOT
BFS in deterministic games. MCTS in other cases. A analysis of the current state is done. A list of all reachable itypes is created with the nearest sprite per itype. Given this list and the current state, empirical values determine the most interesting target. MCTS is used to get closer to the target without loosing the game.
Controller description: NextLevel
|9||sampleMCTS Sample||United Kingdom|
Controller description: sampleMCTS
This is the Sample MCTS Controller
|10||sampleGA Sample||United Kingdom|
Controller description: sampleGA
A Steady State (Microbial) GA Controller
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