FoPra Beluga Challenge - Reinforcement Learning
v1.0
Deep Reinforcement Learning solution for the Beluga Challenge shipping container optimization problem using PPO and MCTS
Here is a list of all namespace members with links to the namespace documentation for each member:
- c -
check_deliver_to_hangar() :
rl.env.check_action
check_get_from_hangar() :
rl.env.check_action
check_left_stack_rack() :
rl.env.check_action
check_left_unstack_rack() :
rl.env.check_action
check_load_beluga() :
rl.env.check_action
check_right_stack_rack() :
rl.env.check_action
check_right_unstack_rack() :
rl.env.check_action
check_unload_beluga() :
rl.env.check_action
complex_actions :
rl.mcts.mcts_node
- d -
DEBUG :
rl.utils.utils
debuglog() :
rl.utils.utils
decide_parameters() :
rl.agents.low_level.heuristics
deliver_to_hangar() :
rl.env.action
- e -
extract_id() :
rl.env.state
- f -
filter_problem() :
rl.utils.problem_filter
- g -
generate_problems() :
rl.utils.problem_filter
get_from_hangar() :
rl.env.action
get_name_from_id() :
rl.env.state
get_type() :
rl.env.state
- i -
install_package() :
setup_dependencies
- j -
JIG_TYPES :
rl.utils.problem_filter
- l -
left_stack_rack() :
rl.env.action
left_unstack_rack() :
rl.env.action
load_beluga() :
rl.env.action
load_from_json() :
rl.env.state
- m -
main() :
rl.main
,
setup_dependencies
- p -
permute_high_level_observation() :
rl.utils.utils
- r -
right_stack_rack() :
rl.env.action
right_unstack_rack() :
rl.env.action
- u -
unload_beluga() :
rl.env.action
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