ikostrikov / jaxrl2
☆42Updated last year
Related projects ⓘ
Alternatives and complementary repositories for jaxrl2
- ☆23Updated 2 years ago
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆57Updated 5 months ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆79Updated last year
- Skeleton for scalable and flexible Jax RL implementations☆63Updated last year
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆24Updated last year
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆18Updated 10 months ago
- Standalone library of frequently-used wrappers for dm_env environments.☆18Updated 4 months ago
- Code for "Hierarchical Skills for Efficient Exploration" HSD-3 Algorithm and Baselines☆49Updated 2 years ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆21Updated 7 months ago
- Lipschitz-constrained Unsupervised Skill Discovery (ICLR 2022)☆33Updated last year
- EARL: Environment for Autonomous Reinforcement Learning☆34Updated last year
- Fast reinforcement learning research☆55Updated 4 months ago
- Conservative Q learning in Jax☆51Updated last year
- Source files to replicate experiments in my ICLR 2022 paper.☆62Updated 4 months ago
- Corax: Core RL in JAX☆35Updated 8 months ago
- ☆34Updated last year
- Change-Based Exploration Transfer☆36Updated 2 years ago
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆83Updated 9 months ago
- OGBench: Benchmarking Offline Goal-Conditioned RL☆79Updated 3 weeks ago
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆21Updated last year
- Simple maze environments using mujoco-py☆52Updated 10 months ago
- Bipedal Skills Benchmark for Reinforcement Learning☆23Updated 2 years ago
- This repository contains the implementation of the PTR algorithm described in the paper: Pre-Training for Robots: Leveraging Diverse Mult…☆29Updated 2 years ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆95Updated 5 months ago
- Official release of CompoSuite, a compositional RL benchmark☆46Updated 9 months ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆58Updated last year
- ☆15Updated 6 months ago
- Official release of the DMControl Generalization Benchmark 2 (DMC-GB2)☆16Updated 5 months ago
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆33Updated 8 months ago