dice_rl
Distribution Estimator Library
This library provides tools and algorithms for estimating the distribution correction in off-policy reinforcement learning problems
99 stars
6 watching
17 forks
Language: Python
last commit: about 1 year ago
Linked from 1 awesome list
hanjuku-kaso/awesome-offline-rlRelated projects:
| Repository | Description | Stars |
|---|---|---|
 conglu1997/v-d4rl | Provides pre-built datasets and code for offline reinforcement learning from visual observations using deep learning algorithms | 94 |
| google-research/deep_ope | Provides benchmarking policies and datasets for offline reinforcement learning | 85 |
 sciruby/distribution | A collection of Ruby classes implementing various probability distributions and statistical functions. | 50 |
 alex-petrenko/sample-factory | A high-throughput reinforcement learning library with optimized synchronous and asynchronous implementations of policy gradients. | 839 |
 securitygames/oef | Provides tools and algorithms for developing reinforcement learning policies in game environments. | 3 |
 corl-team/corl | Provides high-quality implementations of offline and offline-to-online reinforcement learning algorithms in Python. | 491 |
 mushroomrl/mushroom-rl | A Python library for reinforcement learning algorithms and environments. | 824 |
| google-research/relay-policy-learning | Environments and data for training reinforcement learning agents in a kitchen simulator | 108 |
 aunum/gold | A reinforcement learning library for Go, providing a set of agents to solve challenges in various environments. | 345 |
 farama-foundation/minari | A Python library for offline reinforcement learning research, providing datasets and utilities. | 310 |
 rll-research/url_benchmark | A benchmark suite for unsupervised reinforcement learning agents, providing pre-trained models and scripts for testing and fine-tuning agent performance. | 335 |
 yg-smile/rl_vvc_dataset | A collection of benchmarks and implementations for testing reinforcement learning-based Volt-VAR control algorithms | 20 |
 sjtu-marl/malib | A framework for parallel population-based reinforcement learning | 507 |
 eleurent/rl-agents | A collection of implementations of Reinforcement Learning and planning algorithms in Python. | 596 |
 arlo-lib/arlo | A tool for optimizing and automating reinforcement learning pipelines in Python | 10 |