Bridging State and History Representations: Understanding Self-Predictive RL, ICLR 2024
☆24Apr 7, 2024Updated last year
Alternatives and similar repositories for self-predictive-rl
Users that are interested in self-predictive-rl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Artifact for paper "Chronosymbolic: Efficient CHC Solving with Symbolic Reasoning and Inductive Learning" in Python☆11Aug 4, 2024Updated last year
- This repository contains the code for RL for POMDPs through learning an Approximate Information State.☆22Nov 29, 2025Updated 3 months ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆72Jan 18, 2024Updated 2 years ago
- Learning bisimulation metrics for control, particularly suited to sparse reward settings☆10Feb 28, 2023Updated 3 years ago
- ☆12Sep 7, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆24Jan 26, 2024Updated 2 years ago
- Code for recreating the results of our RSS 2020 paper, 'Learning Memory-Based Control for Human-Scale Bipedal Locomotion.'☆10Aug 18, 2022Updated 3 years ago
- Pytorch Implementation of Learning Latent Dynamic Robust Representations for World Models☆25May 11, 2024Updated last year
- HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient☆28Mar 16, 2026Updated last week
- Learning diverse options through the Laplacian representation.☆23Jan 5, 2024Updated 2 years ago
- Tools for manipulating CHC and related files☆15Apr 21, 2023Updated 2 years ago
- Submission Under Review☆17May 15, 2025Updated 10 months ago
- Official repo for our AAAI'21 paper, https://arxiv.org/abs/2007.12354☆29Jul 14, 2021Updated 4 years ago
- An extension of deeplab-v2 (in TF) allowing for smoothed dilated convolutions☆12Mar 27, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- The Laser Learning Environment (LLE) is a cooperative MARL grid-world☆13Mar 17, 2026Updated last week
- Density Constrained Reinforcement Learning☆12Mar 24, 2023Updated 3 years ago
- Auto Differentiate from scratch based on Autograd☆11Jun 21, 2022Updated 3 years ago
- Image-based gridworld experiment for learning Markov state abstractions☆21Sep 16, 2024Updated last year
- VC-FB and MC-FB algorithms from "Zero-Shot Reinforcement Learning from Low Quality Data" (NeurIPS 2024)☆27Jan 14, 2025Updated last year
- CS234 Reinforcement Learning: Keras implementation of Recurrent Deterministic Policy Gradient (https://arxiv.org/abs/1512.04455)☆10Jun 10, 2017Updated 8 years ago
- [ICML 2021] Learning Task Informed Abstractions -- a representation learning approach for model-based RL in complex visual domains☆18Jul 20, 2021Updated 4 years ago
- Thinker project☆16Sep 4, 2024Updated last year
- LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization☆38Jan 16, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Resilient Model-Based RL by Regularizing Posterior Predictability☆22Mar 4, 2024Updated 2 years ago
- ☆13May 30, 2019Updated 6 years ago
- Safe SLAC, an algorithm for safe cost-constrained reinforcement learning in high-dimensional POMDPs.☆11Mar 1, 2023Updated 3 years ago
- ☆31Feb 20, 2021Updated 5 years ago
- JAX implementation of Graph Attention Networks☆13Jan 29, 2022Updated 4 years ago
- Author's PyTorch Implementation of Deep Homomorphic Policy Gradient (DHPG) - NeurIPS 2022 and JMLR 2024☆24Apr 8, 2024Updated last year
- A framework for training world models with virtual environments, complete with annotated environment dataset (RetroAct), exploration agen…☆71Oct 25, 2025Updated 5 months ago
- JORA: JAX Tensor-Parallel LoRA Library (ACL 2024)☆35Apr 25, 2024Updated last year
- ☆20May 11, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code release for "HarmonyDream: Task Harmonization Inside World Models" (ICML 2024), https://arxiv.org/abs/2310.00344☆51Jun 27, 2024Updated last year
- Retargeting of whole-body human motion to humanoid robots for dexterous manipulation of articulated objects.☆26Jan 28, 2026Updated last month
- Probabilistic planning in continuous state-action MDPs in TensorFlow.☆13Jun 21, 2022Updated 3 years ago
- A too simple vsti synth made with wdl-ol☆18Mar 27, 2017Updated 8 years ago
- Collection of papers and resources for data augmentation (DA) in visual reinforcement learning (RL).☆81Mar 27, 2024Updated last year
- PyTorch implementation of DreamerV3 from "Mastering Diverse Domains with World Models"☆15Aug 8, 2025Updated 7 months ago
- PWM: Policy Learning with Large World Models☆65Aug 4, 2025Updated 7 months ago