Issues

• Training Instability with IQL: Loss Explodes After Initial Epochs

  rail-berkeley/rlkit#175 · Filter by author shhmxy2 opened on Nov 5, 2025

• Reproduce and create figures results in AWAC.

  rail-berkeley/rlkit#173 · Filter by author linhlpv opened on Apr 23, 2023

• IQL results different with the paper

  rail-berkeley/rlkit#172 · Filter by author dssrgu opened on Jan 20, 2023
  1

• SAC log_alpha different from paper

  rail-berkeley/rlkit#171 · Filter by author cvigoe opened on Jan 12, 2023
  1

• IQL: make checkpoints public

  rail-berkeley/rlkit#167 · Filter by author ezhang7423 opened on Nov 5, 2022

• AWAC doesn't profit from offline data

  rail-berkeley/rlkit#166 · Filter by author im-Kitsch opened on Jul 14, 2022
  4

• Skew-fit gaussian_identity_variance

  rail-berkeley/rlkit#165 · Filter by author NoListen opened on May 15, 2022

• High Memory & Disk Requirement for SMAC

  rail-berkeley/rlkit#164 · Filter by author ShayekhBinIslam opened on May 3, 2022
  1

• Cannot reproduce the results of IQL on antmaze

  rail-berkeley/rlkit#163 · Filter by author Shenzhi-Wang opened on Apr 3, 2022
  1

• Position Control with mujoco-py

  rail-berkeley/rlkit#161 · Filter by author bara-bba opened on Jan 23, 2022

• Doubt on advantage calculation to update the policy on AWAC.

  rail-berkeley/rlkit#160 · Filter by author Roberto09 opened on Jan 13, 2022

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

  rail-berkeley/rlkit#145 · Filter by author Superyoutiao opened on Sep 14, 2021
  2

• bug in tanhcnngaussianpolicy

  rail-berkeley/rlkit#139 · Filter by author Yuichi-Nakababayashi opened on Aug 1, 2021

• collect_new_paths in mdppathcollector

  rail-berkeley/rlkit#138 · Filter by author Yuichi-Nakababayashi opened on Aug 1, 2021

• AWAC: cannot reproduce result in the paper

  rail-berkeley/rlkit#136 · Filter by author bmbyzy opened on Jun 28, 2021

• Difficulty Reproducing HalfCheetah-v2 SAC Results

  rail-berkeley/rlkit#128 · Filter by author xanderdunn opened on Feb 21, 2021
  7

• Upgrade PyTorch

  rail-berkeley/rlkit#127 · Filter by author xanderdunn opened on Feb 20, 2021
  3

• Default GPU Yaml file fails

  rail-berkeley/rlkit#124 · Filter by author richardrl opened on Nov 20, 2020
  4

• Code for generating results figures?

  rail-berkeley/rlkit#123 · Filter by author avandekleut opened on Oct 3, 2020
  1

• Visualizing the Training and Running the Trained Policy using RIG

  rail-berkeley/rlkit#121 · Filter by author amir-ramezani-ai opened on Sep 8, 2020
  6

• launch different seeds simulateously

  rail-berkeley/rlkit#106 · Filter by author ChenyangRan opened on May 14, 2020
  4

• Skew fit on non visual based environments?

  rail-berkeley/rlkit#104 · Filter by author thibautlavril opened on Apr 24, 2020

• How to deal with not converging with HER_SAC

  rail-berkeley/rlkit#95 · Filter by author YunchuZhang opened on Jan 30, 2020

• "Forgetting Learning" using SAC in a Drone environment on PyRep

  rail-berkeley/rlkit#93 · Filter by author kaelgabriel opened on Jan 17, 2020
  2

• UnicodeEncodeError

  rail-berkeley/rlkit#92 · Filter by author invisilmk opened on Dec 30, 2019
  3