aidanscannell / iqrlLinks
iQRL: implicitly Quantized Representations for Sample-efficient Reinforcement Learning
☆12Updated 7 months ago
Alternatives and similar repositories for iqrl
Users that are interested in iqrl are comparing it to the libraries listed below
Sorting:
- ☆25Updated 8 months ago
- Official Code for "Relative Entropy Pathwise Policy Optimization"☆24Updated this week
- Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024☆68Updated last year
- ☆27Updated last year
- ☆22Updated last year
- ☆35Updated 2 years ago
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆65Updated 3 months ago
- A Dual-RL method DVL: Dual-V Learning for offline and online reinforcement learning☆11Updated last year
- ☆45Updated 8 months ago
- Jax/Flax Implementation of TD-MPC2☆64Updated 2 weeks ago
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆77Updated last year
- Foundation Policies with Hilbert Representations (ICML 2024)☆94Updated last year
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆110Updated last year
- ☆47Updated 3 months ago
- Scripts to recreate the D4RL datasets with Minari☆21Updated last month
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆58Updated last year
- Unified Implementations of Offline Reinforcement Learning Algorithms☆92Updated 4 months ago
- Official code for TLDR: Unsupervised Goal-Conditioned RL via Temporal Distance-Aware Representations☆34Updated 10 months ago
- PWM: Policy Learning with Large World Models☆55Updated last month
- Highly scalable 2D JAX physics engine.☆59Updated 5 months ago
- Action Value Gradient Algorithm☆22Updated 3 months ago
- Reinforcement Learning inside a 3D soccer simulation☆29Updated 11 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
- ☆40Updated last year
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆109Updated 2 years ago
- Official Implementation for the paper "SR-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models"☆57Updated 3 months ago
- VC-FB and MC-FB algorithms from "Zero-Shot Reinforcement Learning from Low Quality Data" (NeurIPS 2024)☆18Updated 7 months ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated 2 years ago
- ☆24Updated last year
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆80Updated last year