berkeleydeeprlcourse / homework_fall2022
Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2022)
☆114Updated last year
Related projects ⓘ
Alternatives and complementary repositories for homework_fall2022
- Pytorch solutions for UC Berkeley's cs285 assignments☆121Updated 2 years ago
- ☆143Updated 6 months ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2021)☆146Updated 2 years ago
- ☆305Updated last year
- Author's PyTorch implementation of TD7 for online and offline RL☆116Updated last year
- Related papers for reinforcement learning, including classic papers and latest papers in top conferences☆312Updated this week
- DMControl Generalization Benchmark☆168Updated 10 months ago
- ☆233Updated last year
- This repo relates to the survey paper <Goal-Conditioned Reinforcement Learning: Problems and Solutions>. We collects widely used benchmar…☆113Updated last year
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)☆32Updated 3 years ago
- Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.☆114Updated 3 years ago
- A minimal and stable PPO.☆123Updated 9 months ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆80Updated last year
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆163Updated 2 years ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)☆250Updated 3 years ago
- ☆332Updated 2 years ago
- Transformer-based World Models☆71Updated last year
- ☆235Updated 2 years ago
- CS285 Homework☆26Updated 3 years ago
- A PyTorch implementation of Implicit Behavioral Cloning☆94Updated 2 years ago
- OGBench: Benchmarking Offline Goal-Conditioned RL☆79Updated 3 weeks ago
- Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations☆95Updated 5 months ago
- A collection of recent MARL papers☆75Updated this week
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆155Updated 2 years ago
- A simple implementation of Generative Adversarial Imitation Learning with PyTorch☆135Updated 2 years ago
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning☆78Updated 3 months ago
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆353Updated 2 years ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆176Updated 2 months ago
- My solutions to UC Berkeley's CS285: Deep Reinforcement Learning 2021☆6Updated 2 years ago
- PantheonRL is a package for training and testing multi-agent reinforcement learning environments. PantheonRL supports cross-play, fine-tu…☆131Updated last year