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Training Instability with IQL: Loss Explodes After Initial Epochs

Status: Open.

#175 In rail-berkeley/rlkit;

· shhmxy2 opened on Nov 5, 2025

Reproduce and create figures results in AWAC.

Status: Open.

#173 In rail-berkeley/rlkit;

· linhlpv opened on Apr 23, 2023

IQL results different with the paper

Status: Open.

#172 In rail-berkeley/rlkit;

· dssrgu opened on Jan 20, 2023

SAC log_alpha different from paper

Status: Open.

#171 In rail-berkeley/rlkit;

· cvigoe opened on Jan 12, 2023

IQL: make checkpoints public

Status: Open.

#167 In rail-berkeley/rlkit;

· ezhang7423 opened on Nov 5, 2022

AWAC doesn't profit from offline data

Status: Open.

#166 In rail-berkeley/rlkit;

· im-Kitsch opened on Jul 14, 2022

Skew-fit gaussian_identity_variance

Status: Open.

#165 In rail-berkeley/rlkit;

· NoListen opened on May 15, 2022

High Memory & Disk Requirement for SMAC

Status: Open.

#164 In rail-berkeley/rlkit;

· ShayekhBinIslam opened on May 3, 2022

Cannot reproduce the results of IQL on antmaze

Status: Open.

#163 In rail-berkeley/rlkit;

· Shenzhi-Wang opened on Apr 3, 2022

Position Control with mujoco-py

Status: Open.

#161 In rail-berkeley/rlkit;

· bara-bba opened on Jan 23, 2022

Doubt on advantage calculation to update the policy on AWAC.

Status: Open.

#160 In rail-berkeley/rlkit;

· Roberto09 opened on Jan 13, 2022

unable to create the conda environment with linux-cpu-env.yml

Status: Open.

#145 In rail-berkeley/rlkit;

· Superyoutiao opened on Sep 14, 2021