A collection of Meta-Reinforcement Learning algorithms in PyTorch
☆52Jul 16, 2024Updated last year
Alternatives and similar repositories for meta-rl-algorithms
Users that are interested in meta-rl-algorithms are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code snippets of Meta Reinforcement Learning algorithms☆39Sep 7, 2023Updated 2 years ago
- Study of paper "Meta reinforcement learning for sim-to-real domain adaptation"☆19Jun 3, 2022Updated 3 years ago
- Implementation of 'RL^2: Fast Reinforcement Learning via Slow Reinforcement Learning'☆72Jan 1, 2022Updated 4 years ago
- Code for the "Evolving Reservoirs for Meta Reinforcement Learning" paper☆11Apr 22, 2024Updated last year
- Code for Unifying Gradient Estimators for Meta-Reinforcement Learning via Off-Policy Evaluation @ NeurIPS 2021☆13Nov 3, 2021Updated 4 years ago
- RL^2: Fast Reinforcement Learning via Slow Reinforcement Learning☆18May 24, 2023Updated 2 years ago
- Implementation of the Discrete Soft Actor-Critic algorithm with RNN policy in PyTorch☆26Jan 7, 2023Updated 3 years ago
- Benchmark present methods for efficient reinforcement learning. Methods include Reptile, MAML, Residual Policy, etc. RL algorithms includ…☆32Jan 19, 2023Updated 3 years ago
- a novel algo for meta-MARL; 元-多智能体强化学习算法☆22Mar 1, 2026Updated 3 weeks ago
- Meta Reinforcement Learning-Based CurrentControl of Permanent Magnet Synchronous MotorDrives for a Wide Range of Power Classes☆27Mar 13, 2023Updated 3 years ago
- Code of the paper: Debiasing Meta-Gradient Reinforcement Learning by Learning the Outer Value Function☆13Nov 22, 2022Updated 3 years ago
- This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.☆20Jan 19, 2023Updated 3 years ago
- Minimal Decision Transformer Implementation written in Jax (Flax).☆17Aug 8, 2022Updated 3 years ago
- ☆12Dec 2, 2024Updated last year
- Implementation of Proximal Meta-Policy Search (ProMP) as well as related Meta-RL algorithm. Includes a useful experiment framework for Me…☆248Sep 30, 2022Updated 3 years ago
- Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code…☆28Mar 24, 2023Updated 2 years ago
- Flax Implementation of DreamerV3 on Crafter☆18Nov 29, 2025Updated 3 months ago
- Reimplementing existing learning-based ABR algorithms for dynamic video streaming. These algorithms were implemented with Pytorch and pyt…☆40May 29, 2024Updated last year
- Reinforcement learning for load distribution in a decentralized Edge environment. This is the implementation of my Master's thesis projec…☆28Nov 28, 2024Updated last year
- Modular Single-file Reinfocement Learning Algorithms Library☆38May 16, 2023Updated 2 years ago
- ☆22Oct 14, 2023Updated 2 years ago
- Official implementation for the paper "Offline Meta RL - Identifiability Challenges and Effective Data Collection Strategies", NeurIPS 20…☆31Nov 23, 2021Updated 4 years ago
- This repository contains the pytorch attempts to replicate the results from the recent DeepMind Paper, "On the Effectiveness of Interval …☆10May 27, 2019Updated 6 years ago
- Implements the Messenger environment and EMMA model.☆25Jun 14, 2023Updated 2 years ago
- Code for the paper "Meta-Q-Learning"( ICLR 2020)☆108Jun 18, 2022Updated 3 years ago
- Learning to Branch in Mixed Integer Linear Programming with Graph Convolutional Neural Networks in Ecole☆20Dec 11, 2022Updated 3 years ago
- HARPER is a HRI dataset for 3D Human Pose Estimation and Forecasting from the Robot’s Perspective.☆13Sep 2, 2025Updated 6 months ago
- E-MAML, and RL-MAML baseline implemented in Tensorflow v1☆17Dec 7, 2019Updated 6 years ago
- Collection of Reinforcement Learning / Meta Reinforcement Learning Environments.☆301Jul 15, 2024Updated last year
- Minimal A2C/A3C example of an LSTM-based meta-learner.☆13Feb 2, 2021Updated 5 years ago
- Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL☆24Apr 14, 2022Updated 3 years ago
- ☆13Apr 25, 2024Updated last year
- Linear and interval bound propagation in Pytorch with easy-to-use API and GPU support.☆11Jul 4, 2025Updated 8 months ago
- A videogame made with PyGame turned into an Open AI Gym Learning Environment for Reinforcement Learning agents.☆15Jan 3, 2023Updated 3 years ago
- "모두를 위한 메타러닝" 책에 대한 코드 저장소☆111May 27, 2025Updated 9 months ago
- A modular implementation of PPO, and soon hopefully other algorithms.☆26Jan 16, 2024Updated 2 years ago
- ☆16Jul 16, 2024Updated last year
- flexible meta-learning in jax☆16Oct 19, 2023Updated 2 years ago
- Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"☆10May 22, 2020Updated 5 years ago