[2025-04-20 00:14:41,685][HYDRA] Launching 8 jobs locally
[2025-04-20 00:14:41,685][HYDRA] 	#0 : +alg=pqn_vdn_rnn_at

=== arctic_transport ===

--- MEAN ---
boundary: 0.03200000151991844
collision: 0.0
returned_episode: 1.0
returned_episode_lengths: 101.00000762939453
returned_episode_returns: -3.559628963470459
success_rate: 1.0

--- STD ---
boundary: 0.17599999904632568
collision: 0.0
returned_episode: 0.0
returned_episode_lengths: 7.62939453125e-06
returned_episode_returns: 0.8552083969116211
success_rate: 0.0
[2025-04-20 00:15:44,778][HYDRA] 	#1 : +alg=pqn_vdn_rnn_discovery

=== discovery ===

--- MEAN ---
boundary: 0.036000002175569534
collision: 0.0
landmark_sensed: 5.3520002365112305
landmark_tagged: 5.074000358581543
returned_episode: 1.0
returned_episode_lengths: 101.00000762939453
returned_episode_returns: 26.59764289855957
success_rate: 0.3720000088214874

--- STD ---
boundary: 0.18629010021686554
collision: 0.0
landmark_sensed: 0.855626106262207
landmark_tagged: 0.9014011025428772
returned_episode: 0.0
returned_episode_lengths: 7.62939453125e-06
returned_episode_returns: 4.500946044921875
success_rate: 0.4833383858203888
[2025-04-20 00:17:03,700][HYDRA] 	#2 : +alg=pqn_vdn_rnn_foraging

=== foraging ===

--- MEAN ---
boundary: 0.1420000046491623
collision: 0.0
resources_foraged: 0.34200000762939453
returned_episode: 1.0
returned_episode_lengths: 101.0
returned_episode_returns: 1.815999984741211
success_rate: 0.0139999995008111

--- STD ---
boundary: 0.37661120295524597
collision: 0.0
resources_foraged: 0.5030268430709839
returned_episode: 0.0
returned_episode_lengths: 0.0
returned_episode_returns: 2.694094181060791
success_rate: 0.11749042570590973
[2025-04-20 00:18:21,696][HYDRA] 	#3 : +alg=pqn_vdn_rnn_mt

=== material_transport ===

--- MEAN ---
boundary: 0.21800000965595245
collision: 0.0020000000949949026
material_remaining: 65.13440704345703
returned_episode: 1.0
returned_episode_lengths: 71.0
returned_episode_returns: -4.96599817276001
success_rate: 0.0

--- STD ---
boundary: 0.49646347761154175
collision: 0.04467662051320076
material_remaining: 16.68090057373047
returned_episode: 0.0
returned_episode_lengths: 0.0
returned_episode_returns: 1.349737286567688
success_rate: 0.0
[2025-04-20 00:20:00,653][HYDRA] 	#4 : +alg=pqn_vdn_rnn_navigation

=== navigation ===

--- MEAN ---
boundary: 0.0
collision: 0.0
returned_episode: 1.0
returned_episode_lengths: 101.0
returned_episode_returns: -18.3321533203125
success_rate: 0.5899999737739563

--- STD ---
boundary: 0.0
collision: 0.0
returned_episode: 0.0
returned_episode_lengths: 0.0
returned_episode_returns: 17.5439510345459
success_rate: 0.49183326959609985
[2025-04-20 00:21:11,780][HYDRA] 	#5 : +alg=pqn_vdn_rnn_pp

=== predator_prey ===

--- MEAN ---
boundary: 0.03799999877810478
collision: 0.0
prey_tagged: 5.880000114440918
returned_episode: 1.0
returned_episode_lengths: 101.0
returned_episode_returns: 58.79999923706055

--- STD ---
boundary: 0.1911962330341339
collision: 0.0
prey_tagged: 5.482845783233643
returned_episode: 0.0
returned_episode_lengths: 0.0
returned_episode_returns: 54.828460693359375
[2025-04-20 00:22:23,107][HYDRA] 	#6 : +alg=pqn_vdn_rnn_rware

=== rware ===

--- MEAN ---
boundary: 0.026000000536441803
collision: 0.0
returned_episode: 1.0
returned_episode_lengths: 101.0
returned_episode_returns: 5.8919997215271
total_deliveries: 5.8919997215271

--- STD ---
boundary: 0.1591351479291916
collision: 0.0
returned_episode: 0.0
returned_episode_lengths: 0.0
returned_episode_returns: 8.748504638671875
total_deliveries: 8.748504638671875
[2025-04-20 00:24:28,201][HYDRA] 	#7 : +alg=pqn_vdn_rnn_warehouse

=== warehouse ===

--- MEAN ---
boundary: 0.030000001192092896
collision: 0.0
deliveries_made: 1.7360000610351562
returned_episode: 1.0
returned_episode_lengths: 71.0
returned_episode_returns: 8.386000633239746

--- STD ---
boundary: 0.1705872267484665
collision: 0.0
deliveries_made: 1.2658215761184692
returned_episode: 0.0
returned_episode_lengths: 0.0
returned_episode_returns: 4.4771647453308105
