enjeeneer / zero-shot-rlLinks
VC-FB and MC-FB algorithms from "Zero-Shot Reinforcement Learning from Low Quality Data" (NeurIPS 2024)
☆17Updated 6 months ago
Alternatives and similar repositories for zero-shot-rl
Users that are interested in zero-shot-rl are comparing it to the libraries listed below
Sorting:
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆57Updated last year
- Official Implementation of `An Optimisation Framework for Unsupervised Environment Design` from RLC 2025☆12Updated last month
- Official code for TLDR: Unsupervised Goal-Conditioned RL via Temporal Distance-Aware Representations☆32Updated 9 months ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated 11 months ago
- Minimal Decision Transformer Implementation written in Jax (Flax).☆17Updated 2 years ago
- ☆26Updated last year
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆70Updated last year
- Foundation Policies with Hilbert Representations (ICML 2024)☆89Updated last year
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆70Updated last year
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆59Updated 9 months ago
- Repository for "Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics" …☆16Updated last year
- Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)☆32Updated 2 years ago
- ☆33Updated last month
- Standardized Minecraft Diamond Environment for Reinforcement Learning☆28Updated 2 years ago
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆26Updated 2 years ago
- Author's implementation of ReBRAC, a minimalist improvement upon TD3+BC☆55Updated last year
- Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024☆66Updated last year
- Guide Your Agent with Adaptive Multimodal Rewards (NeurIPS 2023 Accepted)☆33Updated last year
- PWM: Policy Learning with Large World Models☆53Updated 4 months ago
- JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"☆67Updated 5 months ago
- Public code for "Reinforcement Learning from Passive Data via Latent Intentions"☆89Updated last year
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆26Updated 2 years ago
- This code accompanies the paper "Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration."☆28Updated last month
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆86Updated 7 months ago
- [ICLR 2024 oral] Pre-Training Goal-based Models for Sample-Efficient Reinforcement Learning☆27Updated last year
- ☆18Updated 2 years ago
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆78Updated last year
- Reinforcement Learning via Supervised Learning☆71Updated 3 years ago
- Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy☆18Updated 8 months ago
- ☆31Updated last year