Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/IQ-Learn

IQ-Learn

Reported on 11 benchmarks across 3 tasks · 1 paper · 11 SOTA

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

Playing Games8 results

Atari GamesonAtari 2600 Space Invaders
Return· 2021-06-23
507
SOTA
IQ-Learn: Inverse soft-Q Learning for Imitation arXiv:2106.12142
Atari GamesonAtari 2600 Beam Rider
Return· 2021-06-23
3025
SOTA
IQ-Learn: Inverse soft-Q Learning for Imitation arXiv:2106.12142
Atari GamesonAtari 2600 Seaquest
Return· 2021-06-23
2349
SOTA
IQ-Learn: Inverse soft-Q Learning for Imitation arXiv:2106.12142
Atari GamesonAtari 2600 Q*Bert
Return· 2021-06-23
12940
SOTA
IQ-Learn: Inverse soft-Q Learning for Imitation arXiv:2106.12142
Video GamesonAtari 2600 Space Invaders
Return· 2021-06-23
507
SOTA
IQ-Learn: Inverse soft-Q Learning for Imitation arXiv:2106.12142
Video GamesonAtari 2600 Beam Rider
Return· 2021-06-23
3025
SOTA
IQ-Learn: Inverse soft-Q Learning for Imitation arXiv:2106.12142
Video GamesonAtari 2600 Seaquest
Return· 2021-06-23
2349
SOTA
IQ-Learn: Inverse soft-Q Learning for Imitation arXiv:2106.12142
Video GamesonAtari 2600 Q*Bert
Return· 2021-06-23
12940
SOTA
IQ-Learn: Inverse soft-Q Learning for Imitation arXiv:2106.12142

Robots3 results

MuJoCo GamesonWalker2d
Mean· 2021-06-23
5134
SOTA
IQ-Learn: Inverse soft-Q Learning for Imitation arXiv:2106.12142
MuJoCo GamesonAnt
Average Return· 2021-06-23
4362.9
SOTA
IQ-Learn: Inverse soft-Q Learning for Imitation arXiv:2106.12142
MuJoCo GamesonHumanoid-v2
Return· 2021-06-23
5227.1
SOTA
IQ-Learn: Inverse soft-Q Learning for Imitation arXiv:2106.12142