aidanscannell / iqrlLinks
iQRL: implicitly Quantized Representations for Sample-efficient Reinforcement Learning
☆12Updated 11 months ago
Alternatives and similar repositories for iqrl
Users that are interested in iqrl are comparing it to the libraries listed below
Sorting:
- ☆27Updated 2 months ago
- Official Code for "Relative Entropy Pathwise Policy Optimization"☆40Updated last week
- ☆30Updated last year
- ☆47Updated 3 months ago
- ☆35Updated 2 years ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆104Updated 2 months ago
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆80Updated last year
- Jax/Flax Implementation of TD-MPC2☆68Updated last week
- Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024☆72Updated last year
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆82Updated last month
- ☆24Updated last year
- Scripts to recreate the D4RL datasets with Minari☆25Updated 5 months ago
- VC-FB and MC-FB algorithms from "Zero-Shot Reinforcement Learning from Low Quality Data" (NeurIPS 2024)☆21Updated 11 months ago
- Official release of the DMControl Generalization Benchmark 2 (DMC-GB2)☆22Updated 5 months ago
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆111Updated 2 years ago
- ☆25Updated last year
- A Dual-RL method DVL: Dual-V Learning for offline and online reinforcement learning☆15Updated 2 years ago
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆81Updated last year
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆57Updated last year
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆27Updated 2 years ago
- ☆43Updated last year
- Open source code for paper "Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning" ICML 2023☆50Updated 7 months ago
- PWM: Policy Learning with Large World Models☆61Updated 4 months ago
- Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code…☆27Updated 2 years ago
- ☆114Updated 10 months ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Updated 2 years ago
- Conservative Q learning in Jax☆56Updated 2 years ago
- Official code for TLDR: Unsupervised Goal-Conditioned RL via Temporal Distance-Aware Representations☆34Updated last year
- ☆52Updated 2 years ago
- Skeleton for scalable and flexible Jax RL implementations☆92Updated 2 years ago