Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2021)
☆145Jul 2, 2022Updated 3 years ago
Alternatives and similar repositories for homework_fall2021
Users that are interested in homework_fall2021 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repo contains the implementation of deep reinforcement learning (DRL) algorithms for virtual machine rescheduling in data centers.☆12Dec 2, 2022Updated 3 years ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)☆250May 18, 2021Updated 4 years ago
- Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch fra…☆144Nov 21, 2022Updated 3 years ago
- Clone of Ian M. Mitchell's ToolboxLS repository. (https://bitbucket.org/ian_mitchell/toolboxls)☆14Jan 18, 2020Updated 6 years ago
- My solutions to UC Berkeley CS285 (originally CS294-112, deeprlcourse) Fall 2019 assignments☆118Nov 21, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Markov decision processes under model uncertainty☆18Jun 15, 2022Updated 3 years ago
- This repo support auto line plot for multi-seed event file from TensorBoard☆12Jun 23, 2022Updated 3 years ago
- Pytorch solutions for UC Berkeley's cs285 assignments☆157Jan 21, 2022Updated 4 years ago
- Official open-source implementation of ICML 2022 paper: Reachability Constrainted Reinforcement Learning.☆41Jul 28, 2022Updated 3 years ago
- A basic pure pytorch implementation of flash attention☆16Oct 28, 2024Updated last year
- [ICLR 2024 Spotlight] Code for ICLR 2024 paper "Towards Robust Offline Reinforcement Learning under Diverse Data Corruption"☆20Nov 25, 2024Updated last year
- Supplemental code for our NeurIPS 2020 paper.☆78Jun 27, 2023Updated 2 years ago
- Deep RL Baselines and homework assignments of UC Berkeley CS 285☆12Jul 12, 2022Updated 3 years ago
- Code for the paper "Meta-Q-Learning"( ICLR 2020)☆108Jun 18, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Self Driving Car Decal taught by Machine Learning @ Berkeley, fall 2019 at UC Berkeley.☆10Dec 25, 2019Updated 6 years ago
- Code for ICLR 2022 Paper (HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning)☆12Nov 28, 2023Updated 2 years ago
- Patient data simulator following the structure of an open-ai gym.☆12Jul 9, 2019Updated 6 years ago
- (EuroSys'25) Towards VM Rescheduling Optimization Through Deep Reinforcement Learning☆24Mar 3, 2025Updated last year
- ☆48Apr 24, 2022Updated 3 years ago
- A pytorch implementation of Dreamer☆24Mar 13, 2023Updated 3 years ago
- This is pytorch implmentation project of Bootsrapped DQN☆13Dec 6, 2020Updated 5 years ago
- Digital Trigger Unit for V2&V3 Gearbox☆15Jan 11, 2021Updated 5 years ago
- ☆11Sep 22, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ReaSCAN is a synthetic navigation task that requires models to reason about surroundings over syntactically difficult languages. (NeurIPS…☆19Nov 28, 2021Updated 4 years ago
- RL Algorithms for Visual Continuous Control☆36May 31, 2023Updated 2 years ago
- Implement PPO algorithm on mujoco environment，such as Ant-v2, Humanoid-v2, Hopper-v2, Halfcheeth-v2.☆59Jun 30, 2020Updated 5 years ago
- Facebear's minimal implementation of SBAC (Soft behavior regularized actor critic, NIPS22 offline RL workshop)☆11Jul 4, 2022Updated 3 years ago
- Slides from my PhD thesis defense at MIT CSAIL, October 2018☆10Mar 4, 2019Updated 7 years ago
- This is Multi agent deep reinforcement learning repo which trains an agent to play Tennis. It trains by playing against itself.☆20Jan 12, 2019Updated 7 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆323Jan 11, 2024Updated 2 years ago
- CS285 Homework☆28Dec 20, 2020Updated 5 years ago
- Deep Q learning algorithm written on PyTorch for solving 2D robot arm reacher☆12Feb 19, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Pytorch Implementation of MuZero☆352Jul 23, 2023Updated 2 years ago
- [IROS2020] Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas☆10Mar 25, 2023Updated 3 years ago
- Research repo for reinforcement learning–based deep hedging of SPX & SPY options☆19Dec 8, 2025Updated 4 months ago
- Project code.☆27Feb 5, 2025Updated last year
- Implementation of Recovery RL: Safe Reinforcement Learning With Learned Recovery Zones.☆61Jul 31, 2023Updated 2 years ago
- Paper repository: "Policy-based optimization: single-step policy gradient seen as an evolution strategy"☆25Jul 29, 2025Updated 8 months ago
- ☆16Mar 8, 2022Updated 4 years ago