[Doc] Fix Doc

[vmoens]

Stack from ghstack (oldest at bottom):

• [CI] Fix envnames in SOTA tests #2921
• [CI] egl for all #2915
• [Versioning] Bump 0.8.0 #2920
• -> [Doc] Fix Doc #2919
• [CI] Fix LLM tests #2918
• [Deprecation] Enact deprecations #2917
• [CI] Fix old deps #2916

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/2919

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❌ 9 New Failures, 1 Cancelled Job, 1 Unrelated Failure

As of commit 9e7d439 with merge base 48c3e59 ():

NEW FAILURES - The following jobs have failed:

• Continuous Benchmark (PR) / GPU Pytest benchmark (gh)
  Process completed with exit code 1.
• Habitat Tests on Linux / tests (3.9, 12.8) / linux-job (gh)
  RuntimeError: Command docker exec -t 50da995a6853f0d0c1cf05cf6f3c1f4235a0d9ad51350bf5923be72433c1b965 /exec failed with exit code 1
• SOTA Tests on Linux / tests (3.9, 12.8) / linux-job (gh)
  RuntimeError: Command docker exec -t 42a86550e284ce8bd57911c666bf1f7c1cb727507a1c4b16e07399cb2c085229 /exec failed with exit code 1
• Unit-tests on Linux / tests-cpu (3.10) / linux-job (gh)
  test/test_env.py::TestParallel::test_multitask
• Unit-tests on Linux / tests-cpu (3.11) / linux-job (gh)
  test/test_env.py::TestParallel::test_multitask
• Unit-tests on Linux / tests-cpu (3.12) / linux-job (gh)
  test/test_env.py::TestParallel::test_multitask
• Unit-tests on Linux / tests-cpu (3.9) / linux-job (gh)
  test/test_env.py::TestNonTensorEnv::test_parallel[False-False]
• Unit-tests on Linux / tests-olddeps (3.9, 11.6) / linux-job (gh)
  test/test_libs.py::TestGym::test_gym_fake_td[True-False-3-HalfCheetah-v2]
• Unit-tests on Linux / tests-optdeps (3.11, 12.8) / linux-job (gh)
  test/test_collector.py::TestPolicyFactory::test_weight_update

CANCELLED JOB - The following job was cancelled. Please retry:

• Continuous Benchmark (PR) / CPU Pytest benchmark (gh)

BROKEN TRUNK - The following job failed but were present on the merge base:

👉 Rebase onto the `viable/strict` branch to avoid these failures

• Unit-tests on Windows / unittests-cpu (3.10, windows.4xlarge, cpu) / windows-job (gh) (trunk failure)
  test/test_transforms.py::TestTimer::test_transform_env

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