meta-reinforcement-learning topic

List meta-reinforcement-learning repositories

torchopt

502
Stars
35
Forks
Watchers

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

two-step-task

55
Stars
12
Forks
Watchers

Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforcement Learn".

Meta-RL-TwoStep-Task

28
Stars
3
Forks
Watchers

PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three papers. Check the ReadMe for more details!

Reinforcement-Learning-Papers

303
Stars
20
Forks
Watchers

Related papers for reinforcement learning, including classic papers and latest papers in top conferences

pytorch_rl2

48
Stars
10
Forks
Watchers

Implementation of 'RL^2: Fast Reinforcement Learning via Slow Reinforcement Learning'

Meta-Reinforcement-Learning

31
Stars
1
Forks
Watchers

Code snippets of Meta Reinforcement Learning algorithms

AdMRL

32
Stars
6
Forks
Watchers

Code for paper "Model-based Adversarial Meta-Reinforcement Learning" (https://arxiv.org/abs/2006.08875)

Reinforcement-Learning-Papers

292
Stars
32
Forks
Watchers

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL),including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

xland-minigrid

189
Stars
15
Forks
Watchers

JAX-accelerated Meta-Reinforcement Learning Environments Inspired by XLand and MiniGrid 🏎️

adversarial-reinforcement-learning

91
Stars
5
Forks
Watchers

Reading list for adversarial perspective and robustness in deep reinforcement learning.