adityabingi / DreamerLinks
Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite
☆43Updated 2 years ago
Alternatives and similar repositories for Dreamer
Users that are interested in Dreamer are comparing it to the libraries listed below
Sorting:
- Challenging Memory-based Deep Reinforcement Learning Agents☆103Updated 10 months ago
- Pytorch version of Dreamer, which follows the original TF v2 codes.☆131Updated 3 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆148Updated 2 years ago
- Transformer-based World Models☆85Updated 2 years ago
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated 2 years ago
- Open source code for paper "Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning" ICML 2023☆47Updated 4 months ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆115Updated 2 years ago
- Simple single-file baselines for Q-Learning in pure-GPU setting☆182Updated 6 months ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆94Updated last year
- ☆48Updated 2 years ago
- MR.Q is a general-purpose model-free reinforcement learning algorithm.☆111Updated 2 months ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆166Updated 8 months ago
- ExORL: Exploratory Data for Offline Reinforcement Learning☆115Updated 3 years ago
- Deep Hierarchical Planning from Pixels☆107Updated 2 years ago
- ☆104Updated 6 months ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- The Controllable Agent project trains RL Agents able to optimize any reward function specified in real time, without any further learning…☆68Updated 2 years ago
- CleanRL's implementation of DeepMind's Podracer Sebulba Architecture for Distributed DRL☆114Updated last year
- PyTorch implementation of DreamerV2 model-based RL algorithm☆227Updated 2 years ago
- A Simplified Pytorch Version of the Dreamer Algorithm☆139Updated 2 years ago
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆110Updated last year
- ☆41Updated last year
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆100Updated 3 years ago
- ☆44Updated 2 years ago
- Code for TRANSDREAMER: REINFORCEMENT LEARNING WITH TRANSFORMER WORLD MODELS☆26Updated last year
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆81Updated 3 years ago
- METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)☆73Updated last year
- A pytorch implementation of Dreamer☆21Updated 2 years ago
- Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)☆122Updated last year
- PyTorch Implementation of the Maximum a Posteriori Policy Optimisation☆76Updated 2 years ago