Code for NeurIPS 2022 paper Exploiting Reward Shifting in Value-Based Deep RL

A gymnasium-compatible framework to create reinforcement learning (RL) environment for solving the optimal power flow (OPF) problem. Contains five OPF benchmark environments for comparable research.

grpo to train long form QA and instructions with long-form reward model

Common repository for our readings and discussions

Socio-Emotional Reward Design for Intrinsically-Motivated Reinforcement Learning Agents

Code for the paper "Reward Design for Justifiable Sequential Decision-Making"; ICLR 2024

The course teaches how to fine-tune LLMs using Group Relative Policy Optimization (GRPO)—a reinforcement learning method that improves model reasoning with minimal data. Learn RFT concepts, reward design, LLM-as-a-judge evaluation, and deploy jobs on the Predibase platform.