kvfrans / powderworld
Code for Powderworld: A Platform for Understanding Generalization via Rich Task Distributions
☆66Updated 8 months ago
Alternatives and similar repositories for powderworld:
Users that are interested in powderworld are comparing it to the libraries listed below
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆80Updated 2 years ago
- Docker containers of baseline agents for the Crafter environment☆28Updated 3 years ago
- ☆20Updated 2 years ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆55Updated last year
- Novelty MiniGrid--NovGrid--is an extension of MiniGrid environment that allows for the world properties and dynamics to change according …☆35Updated 11 months ago
- General Modules for JAX☆64Updated 3 weeks ago
- Standardized Minecraft Diamond Environment for Reinforcement Learning☆26Updated last year
- The Controllable Agent project trains RL Agents able to optimize any reward function specified in real time, without any further learning…☆62Updated last year
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated 2 years ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated 8 months ago
- GPT implementation in Flax☆18Updated 3 years ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆85Updated last year
- ☆44Updated last year
- PushWorld: A benchmark for manipulation planning with tools and movable obstacles☆82Updated last year
- JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"☆63Updated 3 months ago
- Learning Robust Dynamics Through Variational Sparse Gating☆21Updated 2 years ago
- PyTorch Package For Quasimetric Learning☆42Updated 6 months ago
- Accelerated replay buffers in JAX☆41Updated 2 years ago
- Latent World Models For Intrinsically Motivated Exploration | Official repository☆22Updated 4 years ago
- ☆42Updated 2 years ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆68Updated last year
- Sandbox environment for generalizable agent research☆25Updated 2 years ago
- CREATE Environment for long-horizon physics-puzzle tasks with diverse tools☆18Updated 2 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆142Updated last year
- Code for the paper "Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making"☆27Updated 9 months ago
- Intrinsic Reward Matching (IRM) implementation (from Adeniji and Xie et al 2022)☆43Updated last year
- ☆41Updated 9 months ago
- Code repository complementing the ICLR 2021 paper "Unsupervised Object Keypoint Learning using Local Spatial Predictability" (https://arx…☆9Updated 3 months ago
- Learning diverse options through the Laplacian representation.☆23Updated last year
- ☆42Updated 4 years ago