FoPra Beluga Challenge - Reinforcement Learning v1.0
Deep Reinforcement Learning solution for the Beluga Challenge shipping container optimization problem using PPO and MCTS
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Functions | |
bool | check_load_beluga (state, obs) |
Check if a beluga can be loaded from a trailer. | |
bool | check_unload_beluga (state, obs) |
Check if a beluga can be unloaded. | |
bool | check_get_from_hangar (state, obs) |
Check if a jig can be retrieved from hangar. | |
bool | check_deliver_to_hangar (state, obs) |
Check if a jig can be delivered to hangar. | |
bool | check_left_stack_rack (state, obs) |
Check if a jig can be stacked from left (Beluga) trailer to rack. | |
bool | check_right_stack_rack (state, obs) |
Check if a jig can be stacked from right (Factory) trailer to rack. | |
bool | check_left_unstack_rack (state, obs) |
Check if a jig can be unstacked from rack to left (Beluga) trailer. | |
bool | check_right_unstack_rack (state, obs) |
Check if a jig can be unstacked from rack to right (Factory) trailer. | |
bool rl.env.check_action.check_deliver_to_hangar | ( | state, | |
obs ) |
Check if a jig can be delivered to hangar.
state | Current problem state |
obs | Current observation array |
bool rl.env.check_action.check_get_from_hangar | ( | state, | |
obs ) |
Check if a jig can be retrieved from hangar.
state | Current problem state |
obs | Current observation array |
bool rl.env.check_action.check_left_stack_rack | ( | state, | |
obs ) |
Check if a jig can be stacked from left (Beluga) trailer to rack.
state | Current problem state |
obs | Current observation array |
bool rl.env.check_action.check_left_unstack_rack | ( | state, | |
obs ) |
Check if a jig can be unstacked from rack to left (Beluga) trailer.
state | Current problem state |
obs | Current observation array |
bool rl.env.check_action.check_load_beluga | ( | state, | |
obs ) |
Check if a beluga can be loaded from a trailer.
state | Current problem state |
obs | Current observation array |
bool rl.env.check_action.check_right_stack_rack | ( | state, | |
obs ) |
Check if a jig can be stacked from right (Factory) trailer to rack.
state | Current problem state |
obs | Current observation array |
bool rl.env.check_action.check_right_unstack_rack | ( | state, | |
obs ) |
Check if a jig can be unstacked from rack to right (Factory) trailer.
state | Current problem state |
obs | Current observation array |
bool rl.env.check_action.check_unload_beluga | ( | state, | |
obs ) |
Check if a beluga can be unloaded.
state | Current problem state |
obs | Current observation array |