seohongpark / horizon-reductionLinks
The official implementation of "Horizon Reduction Makes RL Scalable"
☆159Updated 3 months ago
Alternatives and similar repositories for horizon-reduction
Users that are interested in horizon-reduction are comparing it to the libraries listed below
Sorting:
- ☆110Updated 8 months ago
- PWM: Policy Learning with Large World Models☆59Updated 3 months ago
- Official code for TLDR: Unsupervised Goal-Conditioned RL via Temporal Distance-Aware Representations☆34Updated last year
- Author's Pytorch implementation of our ICLR 2024 paper "Uni-O4"☆67Updated 10 months ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆102Updated last month
- A benchmark for offline goal-conditioned RL and offline RL☆284Updated last month
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆77Updated 2 weeks ago
- Official codebase for "Privileged Sensing Scaffolds Reinforcement Learning", contains the Scaffolder algorithm and Sensory Scaffolding Su…☆32Updated last month
- [ICLR 2025] Bootstrapped Model Predictive Control☆22Updated 4 months ago
- Parallel Q-Learning: Scaling Off-policy Reinforcement Learning under Massively Parallel Simulation☆75Updated 2 years ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆79Updated 2 years ago
- Jax/Flax Implementation of TD-MPC2☆66Updated this week
- Skeleton for scalable and flexible Jax RL implementations☆90Updated 2 years ago
- off-policy RL on long sequences☆147Updated 3 months ago
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆91Updated 11 months ago
- JAX implementation of WSRL and RL baselines | ICLR 2025☆119Updated 4 months ago
- Code for the ICLR 2024 spotlight paper: "Learning to Act without Actions" (introducing Latent Action Policies)☆128Updated last year
- DrM, a visual RL algorithm, minimizes the dormant ratio to guide exploration-exploitation trade-offs, achieving significant improvements …☆76Updated last year
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆78Updated last year
- Official implementation of DEMO3☆62Updated 3 months ago
- Unified Implementations of Offline Reinforcement Learning Algorithms☆120Updated last month
- ☆35Updated 2 months ago
- ☆46Updated 2 months ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆57Updated last year
- Accelerating Research in Plasticity-Motivated Deep Reinforcement Learning.☆29Updated 5 months ago
- (ICLR 2024) Reverse Forward Curriculum Learning☆51Updated 11 months ago
- Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024☆70Updated last year
- ☆57Updated 7 months ago
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆89Updated 2 years ago
- Online Goal-Conditioned Reinforcement Learning in JAX. ICLR 2025 Spotlight.☆192Updated last month