[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:
- Official code for TLDR: Unsupervised Goal-Conditioned RL via Temporal Distance-Aware Representations☆36Jan 24, 2026Updated 6 months ago
- Bipedal Skills Benchmark for Reinforcement Learning☆26Oct 27, 2022Updated 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
- Evaluation of TD-MPC2.☆21Jan 21, 2024Updated 2 years ago
- Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"☆140Aug 15, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆113May 12, 2023Updated 3 years ago
- Learning bisimulation metrics for control, particularly suited to sparse reward settings☆11Feb 28, 2023Updated 3 years ago
- Fast Online Adaptation in Robotics through Meta-Learning Embeddings of Simulated Priors☆19Apr 14, 2021Updated 5 years ago
- Pytorch Implementation of Learning Latent Dynamic Robust Representations for World Models☆25May 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 3 years ago
- A collection of deep reinforcement learning-based & GFlowNet drug molecule generators focused on generation of molecules using Graphs/SEL…☆10Dec 11, 2022Updated 3 years ago
- ☆42May 11, 2022Updated 4 years ago
- Docker containers of baseline agents for the Crafter environment☆30Dec 14, 2021Updated 4 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆87Jun 12, 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.
- GRAM: Generalization in Deep RL with a Robust Adaptation Module☆15Jul 16, 2026Updated last week
- On the model-based stochastic value gradient for continuous reinforcement learning☆58Mar 6, 2026Updated 4 months ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Mar 9, 2023Updated 3 years ago
- ☆18Jan 3, 2022Updated 4 years ago
- Code for Adapting Environment Sudden Changes by Learning Context Sensitive Policy☆21Jun 1, 2022Updated 4 years ago
- The official implementation of "Mind the Gap: Offline Policy Optimization for Imperfect Rewards" (ICLR2023)☆16Mar 3, 2023Updated 3 years ago
- Code for "Hierarchical Skills for Efficient Exploration" HSD-3 Algorithm and Baselines☆52Jun 3, 2022Updated 4 years ago
- This is the repo of "RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization"☆114Feb 19, 2025Updated last year
- Code for "Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills"☆34Feb 16, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Discovering and Achieving Goals via World Models, NeurIPS 2021☆90Jan 24, 2024Updated 2 years ago
- This repository contains the code for RL for POMDPs through learning an Approximate Information State.☆23Nov 29, 2025Updated 7 months ago
- ☆26Jan 26, 2024Updated 2 years ago
- Resilient Model-Based RL by Regularizing Posterior Predictability☆22Mar 4, 2024Updated 2 years ago
- Tensorflow 2 source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)☆45Jun 8, 2023Updated 3 years ago
- Bridging State and History Representations: Understanding Self-Predictive RL, ICLR 2024☆27Apr 26, 2026Updated 3 months ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆54Jul 15, 2021Updated 5 years ago
- A Rust implementation of Yolo for object detection and tracking.☆10Nov 17, 2022Updated 3 years ago
- DMControl Generalization Benchmark☆189Jan 3, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- An official implementation of Touch100k: A Large-Scale Touch-Language-Vision Dataset for Touch-Centric Multimodal Representation☆34Jun 12, 2024Updated 2 years ago
- Surface segregation using Deep Reinforcement Learning☆13Aug 30, 2021Updated 4 years ago
- Efficient Exploration via State Marginal Matching (2019)☆70Jun 30, 2019Updated 7 years ago
- Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays, CORL-2020.☆26Jun 3, 2021Updated 5 years ago
- Implementation of BIMRL: Brain Inspired Meta Reinforcement Learning - Roozbeh Razavi et al. (IROS 2022)☆10Dec 1, 2022Updated 3 years ago
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆46Nov 22, 2022Updated 3 years ago
- Official release of the DMControl Generalization Benchmark 2 (DMC-GB2)☆22Jul 21, 2025Updated last year