DDPG

Reported on 5 benchmarks across 1 task · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Playing Games5 results

OpenAI GymonHumanoid-v4
Average Return· 2015-09-09
139.14
best: 6923.22 (MEow)
SOTA
Continuous control with deep reinforcement learning arXiv:1509.02971
OpenAI GymonHalfCheetah-v4
Average Return· 2015-09-09
14934.86
best: 15836.04 (SAC)
SOTA
Continuous control with deep reinforcement learning arXiv:1509.02971
OpenAI GymonAnt-v4
Average Return· 2015-09-09
1712.12
best: 6586.33 (MEow)
SOTA
Continuous control with deep reinforcement learning arXiv:1509.02971
OpenAI GymonWalker2d-v4
Average Return· 2015-09-09
2994.54
best: 5745.27 (SAC)
SOTA
Continuous control with deep reinforcement learning arXiv:1509.02971
OpenAI GymonHopper-v4
Average Return· 2015-09-09
1290.24
best: 3332.99 (MEow)
SOTA
Continuous control with deep reinforcement learning arXiv:1509.02971