seohongpark / METRALinks
METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)
☆72Updated last year
Alternatives and similar repositories for METRA
Users that are interested in METRA are comparing it to the libraries listed below
Sorting:
- Foundation Policies with Hilbert Representations (ICML 2024)☆91Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆86Updated 8 months ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆57Updated last year
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated 2 years ago
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆77Updated last year
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆40Updated last year
- EARL: Environment for Autonomous Reinforcement Learning☆37Updated 2 years ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆115Updated 3 years ago
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆27Updated 2 years ago
- Skeleton for scalable and flexible Jax RL implementations☆84Updated 2 years ago
- [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
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆104Updated last year
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆88Updated last year
- ☆70Updated 3 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆81Updated 3 years ago
- Reinforcement Learning via Supervised Learning☆71Updated 3 years ago
- ☆103Updated 6 months ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated last year
- Extreme Q-Learning: Max Entropy RL without Entropy☆86Updated 2 years ago
- PWM: Policy Learning with Large World Models☆55Updated 3 weeks ago
- Official release of CompoSuite, a compositional RL benchmark☆49Updated last year
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆33Updated 2 years ago
- ☆27Updated last year
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆85Updated last year
- Lipschitz-constrained Unsupervised Skill Discovery (ICLR 2022)☆37Updated 2 years ago
- Transformer-based World Models☆85Updated 2 years ago
- Source files to replicate experiments in my ICLR 2022 paper.☆70Updated last month
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆63Updated 2 months ago
- off-policy RL on long sequences☆135Updated last week
- Simple maze environments using mujoco-py☆57Updated last year