paper-with-me

Continuous Control 벤치마크

Continuous Control on PyBullet Walker2D

24개 결과 · ⬇ CSV · JSON

Return

443 917.5 1392 1866 2341 2020-05 2026-11 SAC gSDE — 2341.0 (2020-05-12) SAC — 2215.0 (2020-05-12) TD3 — 2106.0 (2020-05-12) TD3 gSDE — 1989.0 (2020-05-12) PPO gSDE — 1776.0 (2020-05-12) PPO — 1238.0 (2020-05-12) A2C gSDE — 694.0 (2020-05-12) A2C — 443.0 (2020-05-12) SAC gSDE — 2341.0 (2020-05-12) SAC — 2215.0 (2020-05-12) TD3 — 2106.0 (2020-05-12) TD3 gSDE — 1989.0 (2020-05-12) PPO gSDE — 1776.0 (2020-05-12) PPO — 1238.0 (2020-05-12) A2C gSDE — 694.0 (2020-05-12) A2C — 443.0 (2020-05-12) SAC gSDE — 2341.0 (2020-05-12) SAC — 2215.0 (2020-05-12) TD3 — 2106.0 (2020-05-12) TD3 gSDE — 1989.0 (2020-05-12) PPO gSDE — 1776.0 (2020-05-12) PPO — 1238.0 (2020-05-12) A2C gSDE — 694.0 (2020-05-12) A2C — 443.0 (2020-05-12) SAC gSDE — 2341.0 (2020-05-12)
RankModel Return PaperCodeYear
1 SAC gSDE 2341 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
2 SAC 2215 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
3 TD3 2106 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
4 TD3 gSDE 1989 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
5 PPO gSDE 1776 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
6 PPO 1238 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
7 A2C gSDE 694 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
8 A2C 443 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
9 SAC gSDE 2341 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
10 SAC 2215 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
11 TD3 2106 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
12 TD3 gSDE 1989 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
13 PPO gSDE 1776 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
14 PPO 1238 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
15 A2C gSDE 694 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
16 A2C 443 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
17 SAC gSDE 2341 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
18 SAC 2215 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
19 TD3 2106 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
20 TD3 gSDE 1989 Smooth Exploration for Robotic Reinforcement Learning DLR-RM/stable-baselines3 · facebookresearch/rl · araffin/sbx · +1 2020
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