/home/linuxbuildslave/buildslaves/ailinux/ipc-prob-build-singularity-linux/build/tmpzLWJet /home/linuxbuildslave/buildslaves/ailinux/ipc-prob-build-singularity-linux/build/tmpzLWJet Parsing... Using IPC 2018 rules: 1 ...finished (0.000993013s). instantiating... Instantiating variables... ...finished (1.09673e-05) Instantiating CPFs... ...finished (3.79086e-05) Instantiating preconditions... ...finished (5.96046e-06) ...finished (6.69956e-05s). preprocessing... Preparing evaluatables... ...finished (3.40939e-05) Preparing actions... ...finished (1.09673e-05) Calculating CPF domain... ...finished (1.78814e-05) Finalizing evaluatables... ...finished (4.79221e-05) Computing determinization... ...finished (2.81334e-05) Determining task properties... ...finished (9.53674e-07) Preparing hash keys... ...finished (9.05991e-06) Precomputing evaluatables... ...finished (0.00013113) Calculating min and max reward... ...finished (1.90735e-06) ...finished (0.000311852s). analyzing task... Creating training set with 82 candidates. ...finished (0.00160694s). writing output for instance dice_game_demo_inst_mdp__1... ...finished (0.00131106s). total time: 0.00432897s learning... THTS: learning... IDS: learning... IDS: Search Depth 2: 0.000210322 / 82 = 2.5649e-06 IDS: Search Depth 3: 0.000695579 / 82 = 8.48267e-06 IDS: Search Depth 4: 0.00103769 / 82 = 1.26547e-05 IDS: Search Depth 5: 0.00138296 / 82 = 1.68654e-05 IDS: Search Depth 6: 0.00173698 / 82 = 2.11827e-05 IDS: Search Depth 7: 0.00205922 / 82 = 2.51125e-05 IDS: Search Depth 8: 0.00238687 / 82 = 2.91081e-05 IDS: Search Depth 9: 0.00273656 / 82 = 3.33727e-05 IDS: Search Depth 10: 0.0030691 / 82 = 3.74281e-05 IDS: Setting max search depth to 10! IDS: ...finished THTS: ...finished ...finished (0.0512504s). Final task: Min reward: 3 Max reward: 18 *********************************************** >>> STARTING ROUND 1 -- REMAINING TIME 152s *********************************************** *********************************************** Planning step 1/10 in round 1/10 Current state: | 0 0 0 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 3 *********************************************** *********************************************** Planning step 2/10 in round 1/10 Current state: | 0 0 0 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 3 *********************************************** *********************************************** Planning step 3/10 in round 1/10 Current state: | 2 0 0 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 5 *********************************************** *********************************************** Planning step 4/10 in round 1/10 Current state: | 2 5 0 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 10 *********************************************** *********************************************** Planning step 5/10 in round 1/10 Current state: | 2 5 1 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 11 *********************************************** *********************************************** Planning step 6/10 in round 1/10 Current state: | 2 5 1 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 11 *********************************************** *********************************************** Planning step 7/10 in round 1/10 Current state: | 2 5 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 15 *********************************************** *********************************************** Planning step 8/10 in round 1/10 Current state: | 3 5 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 16 *********************************************** *********************************************** Planning step 9/10 in round 1/10 Current state: | 0 5 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 13 *********************************************** *********************************************** Planning step 10/10 in round 1/10 Current state: | 0 5 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 13 *********************************************** *********************************************** >>> END OF ROUND 1 -- REWARD RECEIVED: 100 *********************************************** *********************************************** >>> STARTING ROUND 2 -- REMAINING TIME 152s *********************************************** *********************************************** Planning step 1/10 in round 2/10 Current state: | 0 0 0 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 3 *********************************************** *********************************************** Planning step 2/10 in round 2/10 Current state: | 1 0 0 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 4 *********************************************** *********************************************** Planning step 3/10 in round 2/10 Current state: | 1 5 0 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 9 *********************************************** *********************************************** Planning step 4/10 in round 2/10 Current state: | 1 5 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 14 *********************************************** *********************************************** Planning step 5/10 in round 2/10 Current state: | 3 5 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 16 *********************************************** *********************************************** Planning step 6/10 in round 2/10 Current state: | 1 5 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 14 *********************************************** *********************************************** Planning step 7/10 in round 2/10 Current state: | 5 5 5 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 18 *********************************************** *********************************************** Planning step 8/10 in round 2/10 Current state: | 5 2 5 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 15 *********************************************** *********************************************** Planning step 9/10 in round 2/10 Current state: | 5 3 5 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 16 *********************************************** *********************************************** Planning step 10/10 in round 2/10 Current state: | 5 1 5 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 14 *********************************************** *********************************************** >>> END OF ROUND 2 -- REWARD RECEIVED: 123 *********************************************** *********************************************** >>> STARTING ROUND 3 -- REMAINING TIME 152s *********************************************** *********************************************** Planning step 1/10 in round 3/10 Current state: | 0 0 0 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 3 *********************************************** *********************************************** Planning step 2/10 in round 3/10 Current state: | 4 0 0 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 7 *********************************************** *********************************************** Planning step 3/10 in round 3/10 Current state: | 4 0 0 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 7 *********************************************** *********************************************** Planning step 4/10 in round 3/10 Current state: | 4 1 0 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 8 *********************************************** *********************************************** Planning step 5/10 in round 3/10 Current state: | 4 1 1 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 9 *********************************************** *********************************************** Planning step 6/10 in round 3/10 Current state: | 4 4 1 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 12 *********************************************** *********************************************** Planning step 7/10 in round 3/10 Current state: | 4 4 4 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 15 *********************************************** *********************************************** Planning step 8/10 in round 3/10 Current state: | 4 5 4 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 16 *********************************************** *********************************************** Planning step 9/10 in round 3/10 Current state: | 4 5 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 17 *********************************************** *********************************************** Planning step 10/10 in round 3/10 Current state: | 2 5 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 15 *********************************************** *********************************************** >>> END OF ROUND 3 -- REWARD RECEIVED: 109 *********************************************** *********************************************** >>> STARTING ROUND 4 -- REMAINING TIME 152s *********************************************** *********************************************** Planning step 1/10 in round 4/10 Current state: | 0 0 0 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 3 *********************************************** *********************************************** Planning step 2/10 in round 4/10 Current state: | 4 0 0 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 7 *********************************************** *********************************************** Planning step 3/10 in round 4/10 Current state: | 4 2 0 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 9 *********************************************** *********************************************** Planning step 4/10 in round 4/10 Current state: | 4 2 1 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 10 *********************************************** *********************************************** Planning step 5/10 in round 4/10 Current state: | 4 2 4 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 13 *********************************************** *********************************************** Planning step 6/10 in round 4/10 Current state: | 4 3 4 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 14 *********************************************** *********************************************** Planning step 7/10 in round 4/10 Current state: | 4 2 4 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 13 *********************************************** *********************************************** Planning step 8/10 in round 4/10 Current state: | 4 1 4 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 12 *********************************************** *********************************************** Planning step 9/10 in round 4/10 Current state: | 4 5 4 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 16 *********************************************** *********************************************** Planning step 10/10 in round 4/10 Current state: | 4 5 2 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 14 *********************************************** *********************************************** >>> END OF ROUND 4 -- REWARD RECEIVED: 111 *********************************************** *********************************************** >>> STARTING ROUND 5 -- REMAINING TIME 151s *********************************************** *********************************************** Planning step 1/10 in round 5/10 Current state: | 0 0 0 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 3 *********************************************** *********************************************** Planning step 2/10 in round 5/10 Current state: | 1 0 0 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 4 *********************************************** *********************************************** Planning step 3/10 in round 5/10 Current state: | 1 5 0 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 9 *********************************************** *********************************************** Planning step 4/10 in round 5/10 Current state: | 1 5 1 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 10 *********************************************** *********************************************** Planning step 5/10 in round 5/10 Current state: | 2 5 1 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 11 *********************************************** *********************************************** Planning step 6/10 in round 5/10 Current state: | 2 5 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 15 *********************************************** *********************************************** Planning step 7/10 in round 5/10 Current state: | 0 5 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 13 *********************************************** *********************************************** Planning step 8/10 in round 5/10 Current state: | 5 5 5 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 18 *********************************************** *********************************************** Planning step 9/10 in round 5/10 Current state: | 5 3 5 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 16 *********************************************** *********************************************** Planning step 10/10 in round 5/10 Current state: | 5 0 5 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 13 *********************************************** *********************************************** >>> END OF ROUND 5 -- REWARD RECEIVED: 112 *********************************************** *********************************************** >>> STARTING ROUND 6 -- REMAINING TIME 151s *********************************************** *********************************************** Planning step 1/10 in round 6/10 Current state: | 0 0 0 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 3 *********************************************** *********************************************** Planning step 2/10 in round 6/10 Current state: | 1 0 0 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 4 *********************************************** *********************************************** Planning step 3/10 in round 6/10 Current state: | 1 3 0 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 7 *********************************************** *********************************************** Planning step 4/10 in round 6/10 Current state: | 1 3 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 12 *********************************************** *********************************************** Planning step 5/10 in round 6/10 Current state: | 2 3 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 13 *********************************************** *********************************************** Planning step 6/10 in round 6/10 Current state: | 4 3 5 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 15 *********************************************** *********************************************** Planning step 7/10 in round 6/10 Current state: | 4 0 5 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 12 *********************************************** *********************************************** Planning step 8/10 in round 6/10 Current state: | 4 5 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 17 *********************************************** *********************************************** Planning step 9/10 in round 6/10 Current state: | 0 5 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 13 *********************************************** *********************************************** Planning step 10/10 in round 6/10 Current state: | 4 5 5 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 17 *********************************************** *********************************************** >>> END OF ROUND 6 -- REWARD RECEIVED: 113 *********************************************** *********************************************** >>> STARTING ROUND 7 -- REMAINING TIME 151s *********************************************** *********************************************** Planning step 1/10 in round 7/10 Current state: | 0 0 0 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 3 *********************************************** *********************************************** Planning step 2/10 in round 7/10 Current state: | 0 0 0 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 3 *********************************************** *********************************************** Planning step 3/10 in round 7/10 Current state: | 4 0 0 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 7 *********************************************** *********************************************** Planning step 4/10 in round 7/10 Current state: | 4 3 0 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 10 *********************************************** *********************************************** Planning step 5/10 in round 7/10 Current state: | 4 3 1 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 11 *********************************************** *********************************************** Planning step 6/10 in round 7/10 Current state: | 4 3 3 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 13 *********************************************** *********************************************** Planning step 7/10 in round 7/10 Current state: | 4 1 3 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 11 *********************************************** *********************************************** Planning step 8/10 in round 7/10 Current state: | 4 3 3 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 13 *********************************************** *********************************************** Planning step 9/10 in round 7/10 Current state: | 4 3 3 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 13 *********************************************** *********************************************** Planning step 10/10 in round 7/10 Current state: | 4 4 3 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 14 *********************************************** *********************************************** >>> END OF ROUND 7 -- REWARD RECEIVED: 98 *********************************************** *********************************************** >>> STARTING ROUND 8 -- REMAINING TIME 151s *********************************************** *********************************************** Planning step 1/10 in round 8/10 Current state: | 0 0 0 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 3 *********************************************** *********************************************** Planning step 2/10 in round 8/10 Current state: | 1 0 0 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 4 *********************************************** *********************************************** Planning step 3/10 in round 8/10 Current state: | 1 1 0 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 5 *********************************************** *********************************************** Planning step 4/10 in round 8/10 Current state: | 1 1 2 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 7 *********************************************** *********************************************** Planning step 5/10 in round 8/10 Current state: | 1 3 2 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 9 *********************************************** *********************************************** Planning step 6/10 in round 8/10 Current state: | 0 3 2 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 8 *********************************************** *********************************************** Planning step 7/10 in round 8/10 Current state: | 1 3 2 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 9 *********************************************** *********************************************** Planning step 8/10 in round 8/10 Current state: | 5 3 2 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 13 *********************************************** *********************************************** Planning step 9/10 in round 8/10 Current state: | 5 3 2 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 13 *********************************************** *********************************************** Planning step 10/10 in round 8/10 Current state: | 5 3 5 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 16 *********************************************** *********************************************** >>> END OF ROUND 8 -- REWARD RECEIVED: 87 *********************************************** *********************************************** >>> STARTING ROUND 9 -- REMAINING TIME 151s *********************************************** *********************************************** Planning step 1/10 in round 9/10 Current state: | 0 0 0 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 3 *********************************************** *********************************************** Planning step 2/10 in round 9/10 Current state: | 0 0 0 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 3 *********************************************** *********************************************** Planning step 3/10 in round 9/10 Current state: | 0 0 0 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 3 *********************************************** *********************************************** Planning step 4/10 in round 9/10 Current state: | 4 0 0 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 7 *********************************************** *********************************************** Planning step 5/10 in round 9/10 Current state: | 4 5 0 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 12 *********************************************** *********************************************** Planning step 6/10 in round 9/10 Current state: | 4 5 1 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 13 *********************************************** *********************************************** Planning step 7/10 in round 9/10 Current state: | 4 5 1 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 13 *********************************************** *********************************************** Planning step 8/10 in round 9/10 Current state: | 4 5 4 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 16 *********************************************** *********************************************** Planning step 9/10 in round 9/10 Current state: | 4 5 2 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 14 *********************************************** *********************************************** Planning step 10/10 in round 9/10 Current state: | 4 5 2 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 14 *********************************************** *********************************************** >>> END OF ROUND 9 -- REWARD RECEIVED: 98 *********************************************** *********************************************** >>> STARTING ROUND 10 -- REMAINING TIME 151s *********************************************** *********************************************** Planning step 1/10 in round 10/10 Current state: | 0 0 0 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 3 *********************************************** *********************************************** Planning step 2/10 in round 10/10 Current state: | 3 0 0 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 6 *********************************************** *********************************************** Planning step 3/10 in round 10/10 Current state: | 3 4 0 Used RAM: 365004 Submitted action: roll(d3) Immediate reward: 10 *********************************************** *********************************************** Planning step 4/10 in round 10/10 Current state: | 3 4 4 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 14 *********************************************** *********************************************** Planning step 5/10 in round 10/10 Current state: | 1 4 4 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 12 *********************************************** *********************************************** Planning step 6/10 in round 10/10 Current state: | 2 4 4 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 13 *********************************************** *********************************************** Planning step 7/10 in round 10/10 Current state: | 1 4 4 Used RAM: 365004 Submitted action: roll(d1) Immediate reward: 12 *********************************************** *********************************************** Planning step 8/10 in round 10/10 Current state: | 4 4 4 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 15 *********************************************** *********************************************** Planning step 9/10 in round 10/10 Current state: | 4 0 4 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 11 *********************************************** *********************************************** Planning step 10/10 in round 10/10 Current state: | 4 1 4 Used RAM: 365004 Submitted action: roll(d2) Immediate reward: 12 *********************************************** *********************************************** >>> END OF ROUND 10 -- REWARD RECEIVED: 108 *********************************************** *********************************************** Immediate rewards: Round 0: 3 3 5 10 11 11 15 16 13 13 = 100 Round 1: 3 4 9 14 16 14 18 15 16 14 = 123 Round 2: 3 7 7 8 9 12 15 16 17 15 = 109 Round 3: 3 7 9 10 13 14 13 12 16 14 = 111 Round 4: 3 4 9 10 11 15 13 18 16 13 = 112 Round 5: 3 4 7 12 13 15 12 17 13 17 = 113 Round 6: 3 3 7 10 11 13 11 13 13 14 = 98 Round 7: 3 4 5 7 9 8 9 13 13 16 = 87 Round 8: 3 3 3 7 12 13 13 16 14 14 = 98 Round 9: 3 6 10 14 12 13 12 15 11 12 = 108 >>> TOTAL REWARD: 1059 >>> AVERAGE REWARD: 105.9 *********************************************** PROST complete running time: 48.5058s [0 0 0] State variables: 3 Action variables: 3 Enumerated Actions: 4 Horizon: 10 Rounds: 10 Remaining Time: 250000.0 Initial State: [0. 0. 0.] Training: 224.25100708007812 Episodes: 4041.9455445544554 Evaluation: 0.83221435546875 Test: -3.246666666666667 Model Saved! Test: -1.6266666666666665 Model Saved! Test: -1.6066666666666667 Model Saved! Test: -2.026666666666667 Test: -1.5666666666666669 Model Saved! Test: -0.7466666666666667 Model Saved! Test: -0.15333333333333332 Model Saved! Test: -0.7400000000000001 Test: -0.36000000000000004 Test: -0.12666666666666668 Model Saved! Test: -0.3733333333333334 Test: -0.026666666666666707 Model Saved! Test: -0.11333333333333331 Test: -0.2800000000000001 Test: -0.6 Test: -0.3066666666666667 Test: -0.43333333333333346 Test: -0.20666666666666672 Test: -0.6933333333333334 Test: 0.13333333333333322 Model Saved! Test: 0.28666666666666674 Model Saved! Test: 0.4066666666666666 Model Saved! Test: -0.24666666666666673 Test: -0.40666666666666684 Test: -0.12666666666666673 Test: 0.26666666666666655 Test: -0.12666666666666676 Test: -0.1933333333333333 Test: -0.19333333333333338 Test: 0.18000000000000002 Test: -0.28666666666666674 Test: 0.13333333333333333 Test: -0.07333333333333336 Test: 0.43999999999999995 Model Saved! 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