COBS
Policy evaluation toolkit
A toolkit for evaluating and analyzing off-policy policy estimation methods in reinforcement learning
OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.
61 stars
3 watching
14 forks
Language: Python
last commit: over 2 years ago
Linked from 1 awesome list
hanjuku-kaso/awesome-offline-rlRelated projects:
| Repository | Description | Stars |
|---|---|---|
 zzhanghub/eval-co-sod | An evaluation tool for co-saliency detection tasks | 97 |
 st-tech/zr-obp | A framework for off-policy evaluation and learning in multi-armed bandit algorithms | 648 |
 sony/pyieoe | Develops an interpretable evaluation procedure for off-policy evaluation (OPE) methods to quantify their sensitivity to hyper-parameter choices and/or evaluation policy choices. | 31 |
 onlytailei/carla_cil_pytorch | Implementation of a conditional imitation learning policy in PyTorch for autonomous driving using the Carla dataset. | 65 |
 lartpang/pysodevaltoolkit | A comprehensive Python toolbox for evaluating salient object detection and camouflaged object detection tasks | 168 |
 cbfinn/gps | An implementation of guided policy search and LQG-based trajectory optimization for reinforcement learning | 599 |
 psecio/propauth | Evaluates policies against user credentials and properties to determine access permissions. | 59 |
 albermax/innvestigate | A toolbox to help understand neural networks' predictions by providing different analysis methods and a common interface. | 1,271 |
 cmlplatform/pycirk | Software to model Circular Economy policy and technological interventions in Environmental Extended Input-Output Analysis | 20 |
 hkust-nlp/ceval | An evaluation suite providing multiple-choice questions for foundation models in various disciplines, with tools for assessing model performance. | 1,650 |
 nci/scores | A collection of tools and functions for evaluating and optimizing forecasts and models in various scientific fields. | 85 |
 gzcch/bingo | An analysis project investigating limitations of visual language models in understanding and processing images with potential biases and interference challenges. | 53 |
 mhubii/ppo_libtorch | An implementation of the proximal policy optimization algorithm in PyTorch. | 73 |
 princeton-nlp/charxiv | An evaluation suite for assessing chart understanding in multimodal large language models. | 85 |
 krrishdholakia/betterprompt | An API for evaluating the quality of text prompts used in Large Language Models (LLMs) based on perplexity estimation | 43 |