rl_arch: convnext_dqn_cfix_rdelta_vb_ns2d_w55proctwo_mean_seed5

rl_arch/convnext_dqn_cfix_rdelta_vb_ns2d_w55proctwo_mean_seed5.json

@@ -0,0 +1,105 @@
+{
+ "variant": "convnext_dqn",
+ "policy": "mean",
+ "seed": 5,
+ "gamma": 0.99,
+ "fixed_ns": false,
+ "dataset": "ns2d_liddriven",
+ "chain_fix": true,
+ "reward_form": "delta",
+ "value_bound": true,
+ "n_params": 837589,
+ "train_time_s": 23.6,
+ "epochs": 200,
+ "smoke": false,
+ "aug": "none",
+ "n_step": 1,
+ "dqfd": 0.0,
+ "l2": 0.0,
+ "lr": 0.001,
+ "tau": 0.005,
+ "pbrs": 0.0,
+ "smdp": false,
+ "model_tag": "w55proctwo",
+ "state_mode": "full",
+ "scalar_ctx": true,
+ "ctx_err": false,
+ "encoder": "resnet",
+ "ens": 1,
+ "encoder_init": "cvprobe_w55proc_enc_mae_resnet.pt",
+ "freeze_encoder": false,
+ "ens_min": 2,
+ "mb_aux": 0.5,
+ "mb_h": 3,
+ "mb_lam": 0.5,
+ "mb_subdirs": "all",
+ "mb_members": 5,
+ "mb_table": "",
+ "pani_w": 0.0,
+ "pani_sigma": 0.1,
+ "distill_top": 0.0,
+ "distill_w": 0.0,
+ "mask_schedule": false,
+ "mask_coarse_lr": 1,
+ "teacher_w": 0.5,
+ "teacher_from": "q_teach_mbpo_two.pt",
+ "target_chains": 0,
+ "data_seed": 0,
+ "two_nets": true,
+ "two_nets_center": "max",
+ "two_nets_head": "linear",
+ "two_nets_mode": "additive",
+ "two_nets_shared": false,
+ "tb_spec": "rl_arch/buffers_new/tbuf_ns2d_w0,rl_arch/buffers_new/tbuf_ns2d_w1",
+ "tb_subdir": "ns2d_liddriven",
+ "tb_sources": [
+  "rl_arch/buffers_new/tbuf_ns2d_w0 (8 \u0444\u0430\u0439\u043b\u043e\u0432)",
+  "rl_arch/buffers_new/tbuf_ns2d_w1 (9 \u0444\u0430\u0439\u043b\u043e\u0432)"
+ ],
+ "tb_files": 17,
+ "tb_chains": 17,
+ "tb_transitions": 195,
+ "tb_envs": {
+  "keep_safe": 17
+ },
+ "tb_budgets": {
+  "7000": 17
+ },
+ "tb_used_chains": 17,
+ "tb_used_transitions": 195,
+ "mb_surr_rows": 183087,
+ "mb_surr_sig": "183087_1d43dc44",
+ "mb_surr_members": 5,
+ "mb_surr_file": "/tmp/PINNacle/agent_combo_work/combo_surr_183087_1d43dc44_full_m5_s0.pkl",
+ "mb_rows": 149,
+ "mb_skipped": 0,
+ "mb_q_mean": 0.04758455976843834,
+ "mb_q_best_mean": 0.05807976424694061,
+ "mb_unc_log10": 0.02079,
+ "mb_sec": 32.4,
+ "teacher_rows": 195,
+ "teacher_skipped": 0,
+ "teacher_units": "dlog->delta",
+ "teacher_gamma": 1.0,
+ "teacher_guide_epochs": 0,
+ "teacher_mask_n": 15,
+ "teacher_q_mean": 0.052665986120700836,
+ "teacher_q_best_mean": 0.059812262654304504,
+ "teacher_sec": 1.4,
+ "teacher_train_rows": 149,
+ "n_params_opt_net": 416867,
+ "n_params_par_net": 420722,
+ "n_out_opt_net": 3,
+ "n_out_par_net": 18,
+ "mb_loss": 8.057636296143755e-05,
+ "teacher_loss": 8.986281318357214e-05,
+ "teacher_agree": 0.4348,
+ "teacher_agree_rows": 46,
+ "td_error": 0.12833213806152344,
+ "spearman_q_rtg": 0.47107088654938156,
+ "agree_behavior": 0.2608695652173913,
+ "policy_entropy": 2.081483509221978,
+ "fqe_value_all": -0.015859870240092278,
+ "fqe_value_init": -0.14410144090652466,
+ "fqe_cvar25": -0.09703745692968369
+}