hagerrady13 / Interview-prep-for-research-positions
Resources to prepare for research focused ML positions
☆9Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Interview-prep-for-research-positions
- Benchmarking RL generalization in an interpretable way.☆131Updated 9 months ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆42Updated 4 months ago
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆35Updated 2 months ago
- Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL☆23Updated 2 years ago
- ☆42Updated last year
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆17Updated 10 months ago
- Evaluating long-term memory of reinforcement learning algorithms☆132Updated last year
- Skeleton for scalable and flexible Jax RL implementations☆63Updated last year
- ☆87Updated this week
- Simple maze environments using mujoco-py☆52Updated 10 months ago
- ☆23Updated 3 weeks ago
- The Starcraft Multi-Agent challenge lite☆35Updated 2 months ago
- Conservative Q learning in Jax☆50Updated last year
- Gym-like extensions for POMDP☆55Updated 3 years ago
- ☆147Updated 2 months ago
- Gridworld domains in the gym interface☆24Updated last month
- A collection of RL algorithms written in JAX.☆94Updated 2 years ago
- PAIRED in PyTorch 🔥☆56Updated last year
- Simple gym environments for safety in Reinforcement Learning Research☆15Updated 3 months ago
- Reinforcement learning on general 2D physics environments in JAX☆10Updated this week
- ☆36Updated last year
- A Simplified Pytorch Version of the Dreamer Algorithm☆112Updated last year
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆57Updated 5 months ago
- This is a minimal example to demonstrate how multi-agent reinforcement learning with differentiable communication channels and centralize…☆40Updated last year
- Continual RL with wold models☆12Updated 11 months ago
- Deep Learning Project☆20Updated 4 years ago
- A tool for aggregating and plotting MARL experiment data.☆61Updated last week
- OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.☆61Updated 2 years ago
- Jaxplorer is a Jax reinforcement learning (RL) framework for exploring new ideas.☆12Updated 3 months ago
- Fast and flexible multi-agent gridworld reinforcement learning environments.☆30Updated 2 weeks ago