[ICML 2021] Learning Task Informed Abstractions -- a representation learning approach for model-based RL in complex visual domains
☆18Jul 20, 2021Updated 5 years ago
Alternatives and similar repositories for tia
Users that are interested in tia are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch Implementation for "Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation" - [CoRL 2025]☆14Nov 21, 2025Updated 11 months ago
- Learning bisimulation metrics for control, particularly suited to sparse reward settings☆11Feb 28, 2023Updated 3 years ago
- 🔍 Codebase for the ICML '20 paper "Ready Policy One: World Building Through Active Learning" (arxiv: 2002.02693)☆18Jul 6, 2023Updated 3 years ago
- Official code for TLDR: Unsupervised Goal-Conditioned RL via Temporal Distance-Aware Representations☆36Jan 24, 2026Updated 9 months ago
- Bipedal Skills Benchmark for Reinforcement Learning☆26Oct 27, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Evaluation of TD-MPC2.☆21Jan 21, 2024Updated 2 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆88Jun 12, 2022Updated 4 years ago
- Planning from Pixels in Environments with Combinatorially Hard Search Spaces -- NeurIPS 2021☆12Jan 7, 2022Updated 4 years ago
- A repo containing bash scripts to deploy reinforcement learning dev environment within one click!☆12Jun 28, 2026Updated 4 months ago
- Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"☆143Oct 14, 2026Updated 3 weeks ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Mar 9, 2023Updated 3 years ago
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆114May 12, 2023Updated 3 years ago
- Pytorch Implementation of Learning Latent Dynamic Robust Representations for World Models☆27May 11, 2024Updated 2 years ago
- Implementation of CASCADE in Learning General World Models in a Handful of Reward-Free Deployments (NeurIPS 22).☆30Oct 25, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆11Mar 11, 2022Updated 4 years ago
- Fast Online Adaptation in Robotics through Meta-Learning Embeddings of Simulated Priors☆18Apr 14, 2021Updated 5 years ago
- DMControl Generalization Benchmark☆189Jan 3, 2024Updated 2 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆157Aug 31, 2021Updated 5 years ago
- ☆41May 11, 2022Updated 4 years ago
- AAAI-22 paper: SimSR: Simple Distance-based State Representationfor Deep Reinforcement Learning☆14Mar 8, 2022Updated 4 years ago
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago
- GRAM: Generalization in Deep RL with a Robust Adaptation Module☆15Jul 16, 2026Updated 3 months ago
- Code for Adapting Environment Sudden Changes by Learning Context Sensitive Policy☆21Jun 1, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- On the model-based stochastic value gradient for continuous reinforcement learning☆59Mar 6, 2026Updated 8 months ago
- A list of academic papers that utilize the ManiSkill framework, categorized by year of publication.☆25May 30, 2025Updated last year
- ☆18Jan 3, 2022Updated 4 years ago
- The official implementation of "Mind the Gap: Offline Policy Optimization for Imperfect Rewards" (ICLR2023)☆15Mar 3, 2023Updated 3 years ago
- Code for "Hierarchical Skills for Efficient Exploration" HSD-3 Algorithm and Baselines☆52Jun 3, 2022Updated 4 years ago
- Re-implementations of SOTA RL algorithms.☆137Sep 7, 2023Updated 3 years ago
- Temporal Predictive Coding For Model-Based Planning In Latent Space (ICML-2021)☆14Jul 22, 2024Updated 2 years ago
- Raft Consensus Algorithm implementation in Zig☆13Nov 24, 2025Updated 11 months ago
- Image-based gridworld experiment for learning Markov state abstractions☆20Sep 16, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆16Aug 2, 2022Updated 4 years ago
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆47Jun 21, 2021Updated 5 years ago
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆48Mar 16, 2022Updated 4 years ago
- Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"☆34Feb 16, 2020Updated 6 years ago
- This is the repo of "RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization"☆113Feb 19, 2025Updated last year
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆327Jan 11, 2024Updated 2 years ago
- [RA-L 2024] Novel action spaces leveraging redundancy in 7 DoF arms enable efficient & precise learning in robotic manipulation☆23Jun 6, 2024Updated 2 years ago