google-research / rliableLinks
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
☆832Updated 9 months ago
Alternatives and similar repositories for rliable
Users that are interested in rliable are comparing it to the libraries listed below
Sorting:
- Library for Model Based RL☆998Updated 10 months ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆683Updated 2 years ago
- MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research☆491Updated 3 months ago
- RL Environments in JAX 🌍☆758Updated last week
- A collection of reference environments for offline reinforcement learning☆1,503Updated 6 months ago
- Imitation learning algorithms☆532Updated 2 months ago
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆393Updated last week
- ☆344Updated 2 years ago
- Multi-Agent Reinforcement Learning with JAX☆579Updated last week
- Tonic RL library☆411Updated 10 months ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆472Updated last year
- ☆1,320Updated 3 weeks ago
- A suite of test scenarios for multi-agent reinforcement learning.☆705Updated last week
- A Python interface for reinforcement learning environments☆366Updated 2 years ago
- High throughput synchronous and asynchronous reinforcement learning☆904Updated this week
- Dream to Control: Learning Behaviors by Latent Imagination☆537Updated 3 years ago
- A PyTorch Platform for Distributed RL☆747Updated 3 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆494Updated 2 years ago
- Really Fast End-to-End Jax RL Implementations☆877Updated 8 months ago
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆499Updated 2 years ago
- ☆1,184Updated last year
- Code for conservative Q-learning☆445Updated 3 years ago
- SBX: Stable Baselines Jax (SB3 + Jax) RL algorithms☆452Updated 2 weeks ago
- Clean PyTorch implementations of imitation and reward learning algorithms☆1,499Updated 4 months ago
- Real-World RL Benchmark Suite☆354Updated 4 years ago
- A curated list of awesome Deep Reinforcement Learning resources.☆764Updated 10 months ago
- PyTorch implementation of DreamerV2 model-based RL algorithm☆217Updated 2 years ago
- Multi Task RL Baselines☆240Updated 3 years ago
- From search engines, to science, to robotics, this reposity is meant to showcase the use of reinforcement learning in the world..☆239Updated 11 months ago
- ☆229Updated 6 months ago