chandar-lab / Recall2ImagineLinks
Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024
☆71Updated last year
Alternatives and similar repositories for Recall2Imagine
Users that are interested in Recall2Imagine are comparing it to the libraries listed below
Sorting:
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆58Updated last year
- Foundation Policies with Hilbert Representations (ICML 2024)☆91Updated last year
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆72Updated last year
- ☆27Updated last year
- [NeurIPS 2024] GenRL: Multimodal-foundation world models enable grounding language and video prompts into embodied domains, by turning th…☆79Updated 4 months ago
- ☆103Updated 6 months ago
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆89Updated last year
- Code for the ICLR 2024 spotlight paper: "Learning to Act without Actions" (introducing Latent Action Policies)☆117Updated last year
- off-policy RL on long sequences☆135Updated last week
- MTM Masked Trajectory Models for Prediction, Representation, and Control.☆158Updated 2 years ago
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆77Updated last year
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated 2 years ago
- Transformer-based World Models☆85Updated 2 years ago
- Using advances in generative modeling to learn reward functions from unlabeled videos.☆134Updated last year
- Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022☆44Updated 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 code for TLDR: Unsupervised Goal-Conditioned RL via Temporal Distance-Aware Representations☆33Updated 10 months ago
- ☆33Updated 2 months ago
- JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"☆80Updated 7 months ago
- PWM: Policy Learning with Large World Models☆55Updated 3 weeks ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆88Updated 8 months ago
- [ICLR 2023] Choreographer: a model-based agent that discovers and learns unsupervised skills in latent imagination, and it's able to effi…☆41Updated last year
- ☆23Updated last year
- MR.Q is a general-purpose model-free reinforcement learning algorithm.☆108Updated 2 months ago
- VC-FB and MC-FB algorithms from "Zero-Shot Reinforcement Learning from Low Quality Data" (NeurIPS 2024)☆17Updated 7 months ago
- EARL: Environment for Autonomous Reinforcement Learning☆37Updated 2 years ago
- Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024☆68Updated last year
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆63Updated 2 months ago
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆59Updated 10 months ago