ademiadeniji / irmLinks
Intrinsic Reward Matching (IRM) implementation (from Adeniji and Xie et al 2022)
☆42Updated last year
Alternatives and similar repositories for irm
Users that are interested in irm are comparing it to the libraries listed below
Sorting:
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆82Updated 3 years ago
- EARL: Environment for Autonomous Reinforcement Learning☆37Updated 2 years ago
- My Body Is A Cage☆41Updated 4 years ago
- Fast reinforcement learning research☆61Updated 11 months ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆85Updated 3 years ago
- Source code for the paper "Policy Architectures for Compositional Generalization in Control"☆30Updated 3 years ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆79Updated 2 years ago
- MELD: Meta-Reinforcement Learning from Images via Latent State Models https://arxiv.org/abs/2010.13957☆65Updated 4 years ago
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated 2 years ago
- ☆42Updated 3 years ago
- This repository contains the implementation of the PTR algorithm described in the paper: Pre-Training for Robots: Leveraging Diverse Mult…☆29Updated 3 years ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆86Updated last year
- ☆128Updated last year
- [ICLR 2023] Choreographer: a model-based agent that discovers and learns unsupervised skills in latent imagination, and it's able to effi…☆41Updated last year
- Mutual Information State Intrinsic Control (ICLR 2021 Spotlight)☆38Updated 4 years ago
- [CoRL 2020] COG: Connecting New Skills to Past Experience with Offline Reinforcement Learning☆34Updated 5 years ago
- Official release of CompoSuite, a compositional RL benchmark☆50Updated last year
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Updated 2 years ago
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆78Updated last year
- The MAGICAL benchmark suite for robust imitation learning (NeurIPS 2020)☆78Updated last year
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆44Updated 2 years ago
- ☆32Updated last year
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆31Updated 4 years ago
- ☆14Updated 3 years ago
- ☆52Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆117Updated 3 years ago
- ☆88Updated 4 years ago
- Reinforcement Learning via Supervised Learning☆72Updated 3 years ago
- Model-Based Reinforcement Learning via Latent-Space Collocation.☆34Updated 2 years ago
- ☆49Updated 2 years ago