EMI-Group / evorlLinks
EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learning (RL), Evolutionary Computation (EC), Evolution-guided Reinforcement Learning (ERL), AutoRL, and seamless integration with GPU-optimized simulation environments.
☆97Updated last month
Alternatives and similar repositories for evorl
Users that are interested in evorl are comparing it to the libraries listed below
Sorting:
- MetaDE is a GPU-accelerated evolutionary framework that optimizes Differential Evolution (DE) strategies via meta-level evolution. Suppor…☆80Updated 2 months ago
- A GPU-accelerated library for Tree-based Genetic Programming, leveraging PyTorch and custom CUDA kernels for high-performance evolutionar…☆90Updated last week
- EvoMO is a GPU-accelerated library for evolutionary multiobjective optimization (EMO)☆69Updated 3 weeks ago
- Combining Diffusion Models with PPO to Improve Sample Efficiency and Exploration in Reinforcement Learning☆113Updated 3 months ago
- Brain-Body Co-Design for Embodied Agents: A Survey of Neural Approaches☆124Updated 2 months ago
- Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems…☆587Updated last week
- ☆26Updated 2 years ago
- This repository contains the source code for our paper: "PrefMMT: Modeling Human Preferences in Preference-based Reinforcement Learning w…☆46Updated 3 months ago
- Any-step Dynamics Model for Policy Optimization☆56Updated 3 months ago
- GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)☆184Updated last month
- Official PyTorch Implementation of Habitizing Diffusion Planning for Efficient and Effective Decision Making [ICML 2025 Poster]☆32Updated last week
- Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate (NeurIPS 2024)☆31Updated last year
- [TMC 2025/NOSSDAV 2023] Official code for RepCaM++ and RepCaM: Re-parameterization Content-aware Modulation for Neural Video Delivery☆52Updated last month
- ☆180Updated last month
- [MM 2024] Official code for VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness☆49Updated 10 months ago
- ☆101Updated last year
- Tansfer Optimization System for Black-box Optimization☆251Updated 6 months ago
- This is a PyTorch implementation of the paper: Towards Online Spatio-Temporal Data Prediction: A Knowledge Distillation Driven Continual …☆42Updated 3 months ago
- ☆246Updated 4 months ago
- PyTorch implementation of <Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs>☆33Updated last year
- ☆38Updated 2 months ago
- ☆23Updated 8 months ago
- ☆86Updated 3 months ago
- Awesome AI for Electricity☆46Updated 2 months ago
- ☆50Updated 2 months ago
- Implementation of the paper Koopman Embedded Equivariant Control☆15Updated 3 months ago
- 4th Place Solution for the Kaggle Competition: LMSYS - Chatbot Arena Human Preference Predictions☆173Updated 7 months ago
- DPO-Shift: Shifting the Distribution of Direct Preference Optimization☆58Updated 3 months ago
- Official Repository for Paper: The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning☆49Updated last month
- Decentralized LLMs fine-tuning and inference with offloading☆91Updated 3 weeks ago