DeepMind Alchemy task environment: a meta-reinforcement learning benchmark
☆206Apr 5, 2023Updated 3 years ago
Alternatives and similar repositories for dm_alchemy
Users that are interested in dm_alchemy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆54Jul 15, 2021Updated 5 years ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,901Oct 9, 2026Updated 3 weeks ago
- Codebase for "Causal Induction from Visual Observations for Goal-Directed Tasks"☆14Feb 25, 2020Updated 6 years ago
- This project was moved to: https://github.com/coax-dev/coax☆164Nov 28, 2022Updated 3 years ago
- ☆28Jan 11, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A Python interface for reinforcement learning environments☆406Dec 23, 2022Updated 3 years ago
- CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning☆248Nov 1, 2022Updated 3 years ago
- A set of 13 diverse machine-learning tasks that require memory to solve.☆227Aug 12, 2021Updated 5 years ago
- A customisable 2D platform for agent-based AI research☆445Oct 6, 2026Updated 3 weeks ago
- ☆335Dec 19, 2024Updated last year
- A PyTorch Platform for Distributed RL☆756Sep 15, 2021Updated 5 years ago
- A PyTorch Library for Reinforcement Learning Research☆196Jun 22, 2025Updated last year
- Code for the paper "Leveraging Procedural Generation to Benchmark Reinforcement Learning"☆182Apr 2, 2023Updated 3 years ago
- Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments☆1,199Mar 27, 2026Updated 7 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- High-throughput simulation platform for Artificial Intelligence reseach☆230Dec 1, 2022Updated 3 years ago
- A library of reinforcement learning components and agents☆4,083Oct 23, 2026Updated last week
- ☆1,449Sep 9, 2026Updated last month
- Implementation of the Fast Efficient Hyperparameter Tuning for Policy Gradient Methods https://arxiv.org/abs/1902.06583☆19Oct 22, 2019Updated 7 years ago
- Generalised UDRL☆37May 12, 2022Updated 4 years ago
- PyTorch implementation for "On the Critical Role of Conventions in Adaptive Human-AI Collaboration", ICLR 2021☆15Mar 9, 2021Updated 5 years ago
- Library for Model Based RL☆1,062Jul 12, 2024Updated 2 years ago
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,565Oct 5, 2026Updated 3 weeks ago
- Datasets for data-driven deep reinforcement learning with PyBullet environments☆151Mar 19, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The NetHack Learning Environment☆986May 6, 2024Updated 2 years ago
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago
- Real-World RL Benchmark Suite☆365Aug 11, 2020Updated 6 years ago
- megastep helps you build 1-million FPS reinforcement learning environments on a single GPU☆148Feb 9, 2022Updated 4 years ago
- Spriteworld: a flexible, configurable python-based reinforcement learning environment☆373Jun 1, 2020Updated 6 years ago
- A toolkit for reproducible reinforcement learning research.☆2,130May 4, 2023Updated 3 years ago
- Invariant Causal Prediction for Block MDPs☆44Jun 11, 2020Updated 6 years ago
- Code accompanying paper, Forward Prediction for Physical Reasoning☆11Oct 12, 2021Updated 5 years ago
- Variational Reinforcement Learning☆18Jul 25, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Repo for reproduction of sequential social dilemmas☆417Mar 6, 2025Updated last year
- OpenAI Gym wrapper for ViZDoom enviroments☆70Jul 15, 2021Updated 5 years ago
- Automatic Data-Regularized Actor-Critic (Auto-DrAC)☆104Mar 24, 2023Updated 3 years ago
- Code for "Possibility Before Utility: Learning And Using Hierarchical Affordances" (ICLR 2022)☆14Mar 14, 2022Updated 4 years ago
- PFRL: a PyTorch-based deep reinforcement learning library☆1,278Mar 2, 2026Updated 7 months ago
- MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research☆518Feb 12, 2025Updated last year
- ☆55Oct 28, 2021Updated 5 years ago