sparse-rewards

Here are 8 public repositories matching this topic...

danijar / director

Deep Hierarchical Planning from Pixels

reinforcement-learning deep-learning algorithms decision-making planning hierarchical-reinforcement-learning world-models sparse-rewards

Updated Dec 21, 2022
Python

jhare96 / reinforcement-learning

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A small reinforcement learning library for my masters dissertation project

agent machine-learning reinforcement-learning deep-learning pytorch atari sparse-rewards

Updated May 9, 2026
Python

LukasSchaefer / MSc_Curiosity_MARL

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MSc Informatics dissertation project - University of Edinburgh: Curiosity in Multi-Agent Reinforcement Learning

python evaluation pytorch multi-agent exploration stochasticity multi-agent-systems curiosity multi-agent-reinforcement-learning msc-dissertation intrinsic-rewards sparse-rewards

Updated Aug 16, 2019
Python

shaheennabi / rlvr_grpo-experiment-with-math500

Sponsor

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A small experiment repository comparing a base reasoning model against RLVR-GRPO checkpoints on the Math500 dataset. It includes evaluation results, short-form observations, and a local temp_clone of the full open-posttraining-system codebase for reference.

reinforcement-learning post-training evaluating-models policy-optimization sparse-rewards reasoning-models rlvr-grpo math500 grpo-checkpoint open-posttraining-system

Updated Jun 17, 2026
Jupyter Notebook

FrodoWood / fyp

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Deep Reinforcement Learning - NPC Behaviour - Unity ML-Agents

reinforcement-learning imitation-learning curiosity curriculum-learning self-play mlagents sparse-rewards

Updated Apr 11, 2024
ShaderLab

dgoptsii / sparse-reward-fetchreach-rl

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Reinforcement learning project for sparse-reward robotic reaching with SAC, HER, prioritized HER, curriculum learning, and GoalGAN-style goal sampling.