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DOCS: Fix dqn agent example #13

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DOCS: Fix dqn agent example #13

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14 changes: 7 additions & 7 deletions README.md
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Expand Up @@ -225,28 +225,28 @@ agent = make_agent("mlp/mlp", env, {

### Programmatic Policies

**HyperBool** — Boolean function-based policies (`boolean/mlp`):
**HyperBool** — Boolean function-based policies (`mlp/bool`):
```python
agent = make_agent("boolean/mlp", env, {
agent = make_agent("mlp/bool", env, {
"n": 4, # Number of boolean variables
"value_layers": [128, 64, 32],
})
```

**DTSemNet** — Decision tree policies (`dt/mlp`):
**DTSemNet** — Decision tree policies (`mlp/dt`):
```python
agent = make_agent("dt/mlp", env, {
agent = make_agent("mlp/dt", env, {
"tree_depth": 4,
"value_layers": [64, 64],
})
```

### DQN Agent

**Q-Network** (`dqn`):
**Q-Network** (`dqn/mlp`):
```python
agent = make_agent("dqn", env, {
"layers": [64, 64],
agent = make_agent("dqn/mlp", env, {
"q_layers": [64, 64],
})
```

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