swan-utokyo / deirLinks
DEIR: Efficient and Robust Exploration through Discriminative-Model-Based Episodic Intrinsic Rewards
☆25Updated last year
Alternatives and similar repositories for deir
Users that are interested in deir are comparing it to the libraries listed below
Sorting:
- Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite☆46Updated 3 years ago
- Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"☆136Updated 2 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆82Updated 2 years ago
- ☆45Updated 4 years ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆81Updated 2 years ago
- ☆52Updated 2 years ago
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆111Updated 2 years ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆116Updated 2 years ago
- Challenging Memory-based Deep Reinforcement Learning Agents☆105Updated last year
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆83Updated 3 years ago
- DreamerV3 implementation of Curious Replay, a method for prioritizing experience replay that is tailored to model-based reinforcement lea…☆37Updated 2 years ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆104Updated 3 months ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆57Updated last year
- ☆32Updated last year
- ☆40Updated 4 years ago
- A pytorch implementation of Dreamer☆23Updated 2 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆167Updated 11 months ago
- Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.☆138Updated last year
- [ICLR 2024 oral] Pre-Training Goal-based Models for Sample-Efficient Reinforcement Learning☆28Updated last year
- Reinforcement Learning via Supervised Learning☆72Updated 3 years ago
- PyTorch Package For Quasimetric Learning☆44Updated last year
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆120Updated last year
- Model-Based Reinforcement Learning via Latent-Space Collocation.☆34Updated 2 years ago
- Source files to replicate experiments in my ICLR 2022 paper.☆70Updated 5 months ago
- Evaluating long-term memory of reinforcement learning algorithms☆160Updated 2 years ago
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆81Updated last year
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆103Updated 3 years ago
- My Body Is A Cage☆41Updated 4 years ago
- Transformer-based World Models☆86Updated 2 years ago